Pandas Profiling Report

Dataset statistics

Number of variables	38
Number of observations	78096
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.6 MiB
Average record size in memory	304.0 B

Variable types

Numeric	11
Categorical	27

Warnings

`X3` has a high cardinality: 77404 distinct values	High cardinality
`Y3` has a high cardinality: 77405 distinct values	High cardinality
`Z3` has a high cardinality: 77405 distinct values	High cardinality
`X4` has a high cardinality: 74974 distinct values	High cardinality
`Y4` has a high cardinality: 74974 distinct values	High cardinality
`Z4` has a high cardinality: 74975 distinct values	High cardinality
`X5` has a high cardinality: 65074 distinct values	High cardinality
`Y5` has a high cardinality: 65072 distinct values	High cardinality
`Z5` has a high cardinality: 65074 distinct values	High cardinality
`X6` has a high cardinality: 52247 distinct values	High cardinality
`Y6` has a high cardinality: 52246 distinct values	High cardinality
`Z6` has a high cardinality: 52247 distinct values	High cardinality
`X7` has a high cardinality: 38943 distinct values	High cardinality
`Y7` has a high cardinality: 38944 distinct values	High cardinality
`Z7` has a high cardinality: 38944 distinct values	High cardinality
`X8` has a high cardinality: 30563 distinct values	High cardinality
`Y8` has a high cardinality: 30563 distinct values	High cardinality
`Z8` has a high cardinality: 30563 distinct values	High cardinality
`X9` has a high cardinality: 23969 distinct values	High cardinality
`Y9` has a high cardinality: 23969 distinct values	High cardinality
`Z9` has a high cardinality: 23969 distinct values	High cardinality
`X10` has a high cardinality: 14754 distinct values	High cardinality
`Y10` has a high cardinality: 14754 distinct values	High cardinality
`Z10` has a high cardinality: 14754 distinct values	High cardinality
`Y0` is highly correlated with `Z0`	High correlation
`Z0` is highly correlated with `Y0`	High correlation
`Y1` is highly correlated with `Z1`	High correlation
`Z1` is highly correlated with `Y1`	High correlation
`Y2` is highly correlated with `Z2`	High correlation
`Z2` is highly correlated with `Y2`	High correlation
`Y0` is highly correlated with `Z0`	High correlation
`Z0` is highly correlated with `Y0`	High correlation
`Y1` is highly correlated with `Z1`	High correlation
`Z1` is highly correlated with `Y1`	High correlation
`Y2` is highly correlated with `Z2`	High correlation
`Z2` is highly correlated with `Y2`	High correlation
`Y1` is highly correlated with `Y0` and 3 other fields	High correlation
`Y0` is highly correlated with `Y1` and 3 other fields	High correlation
`X1` is highly correlated with `Y1` and 3 other fields	High correlation
`Y2` is highly correlated with `Y1` and 3 other fields	High correlation
`Z0` is highly correlated with `Y0` and 4 other fields	High correlation
`Z1` is highly correlated with `Y1` and 1 other fields	High correlation
`Z2` is highly correlated with `Y2` and 1 other fields	High correlation
`User` is highly correlated with `Z0`	High correlation
`X2` is highly correlated with `Y2` and 3 other fields	High correlation
`Class` is highly correlated with `X11` and 2 other fields	High correlation
`X11` is highly correlated with `X1` and 4 other fields	High correlation
`Y11` is highly correlated with `X1` and 4 other fields	High correlation
`Z11` is highly correlated with `X1` and 4 other fields	High correlation
`X0` is highly correlated with `Y0` and 1 other fields	High correlation
`X11` is highly correlated with `Y11` and 1 other fields	High correlation
`Y11` is highly correlated with `X11` and 1 other fields	High correlation
`Z11` is highly correlated with `X11` and 1 other fields	High correlation
`User` has 9049 (11.6%) zeros	Zeros

Reproduction

Analysis started	2021-09-24 09:30:00.505929
Analysis finished	2021-09-24 09:30:52.057376
Duration	51.55 seconds
Software version	pandas-profiling v3.0.0
Download configuration	config.json

Class
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.983737964

Minimum	0
Maximum	5
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	610.2 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	2
median	3
Q3	4
95-th percentile	5
Maximum	5
Range	5
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.421183462
Coefficient of variation (CV)	0.4763097429
Kurtosis	-1.299457641
Mean	2.983737964
Median Absolute Deviation (MAD)	1
Skewness	0.01431789567
Sum	233018
Variance	2.019762433
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
3	16344	20.9%
1	16265	20.8%
5	15733	20.1%
2	14978	19.2%
4	14775	18.9%
0	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	< 0.1%
1	16265	20.8%
2	14978	19.2%
3	16344	20.9%
4	14775	18.9%
5	15733	20.1%

Value	Count	Frequency (%)
5	15733	20.1%
4	14775	18.9%
3	16344	20.9%
2	14978	19.2%
1	16265	20.8%
0	1	< 0.1%

User
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	14
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.959127228

Minimum	0
Maximum	14
Zeros	9049
Zeros (%)	11.6%
Negative	0
Negative (%)	0.0%
Memory size	610.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5
median	9
Q3	12
95-th percentile	14
Maximum	14
Range	14
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.697810372
Coefficient of variation (CV)	0.5902418994
Kurtosis	-1.122911826
Mean	7.959127228
Median Absolute Deviation (MAD)	4
Skewness	-0.4806113169
Sum	621576
Variance	22.06942229
Monotonicity	Increasing

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
10	9573	12.3%
0	9049	11.6%
13	8739	11.2%
11	8061	10.3%
14	7495	9.6%
8	6811	8.7%
5	5105	6.5%
12	4865	6.2%
1	4717	6.0%
2	4513	5.8%
Other values (4)	9168	11.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9049	11.6%
1	4717	6.0%
2	4513	5.8%
4	379	0.5%
5	5105	6.5%
6	4377	5.6%
7	492	0.6%
8	6811	8.7%
9	3920	5.0%
10	9573	12.3%

Value	Count	Frequency (%)
14	7495	9.6%
13	8739	11.2%
12	4865	6.2%
11	8061	10.3%
10	9573	12.3%
9	3920	5.0%
8	6811	8.7%
7	492	0.6%
6	4377	5.6%
5	5105	6.5%

X0
Real number (ℝ)

HIGH CORRELATION

Distinct	78087
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.34566383

Minimum	-108.5527385
Maximum	190.0178353
Zeros	1
Zeros (%)	< 0.1%
Negative	6643
Negative (%)	8.5%
Memory size	610.2 KiB

Quantile statistics

Minimum	-108.5527385
5-th percentile	-10.34601324
Q1	29.29506186
median	54.61996394
Q3	72.48868553
95-th percentile	103.5106456
Maximum	190.0178353
Range	298.5705737
Interquartile range (IQR)	43.19362368

Descriptive statistics

Standard deviation	32.69617297
Coefficient of variation (CV)	0.6494337443
Kurtosis	-0.2126514752
Mean	50.34566383
Median Absolute Deviation (MAD)	21.07649329
Skewness	-0.3080754761
Sum	3931794.962
Variance	1069.039727
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69.91166731	3	< 0.1%
55.55539571	2	< 0.1%
82.24780793	2	< 0.1%
-19.86673437	2	< 0.1%
96.28710541	2	< 0.1%
-6.446211601	2	< 0.1%
62.45438164	2	< 0.1%
36.03481006	2	< 0.1%
73.66263595	1	< 0.1%
92.70254257	1	< 0.1%
Other values (78077)	78077	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-108.5527385	1	< 0.1%
-98.4733081	1	< 0.1%
-96.56882929	1	< 0.1%
-91.84961792	1	< 0.1%
-83.1856058	1	< 0.1%
-81.95374929	1	< 0.1%
-80.92851172	1	< 0.1%
-80.91229226	1	< 0.1%
-80.58373877	1	< 0.1%
-80.31018215	1	< 0.1%

Value	Count	Frequency (%)
190.0178353	1	< 0.1%
189.7780363	1	< 0.1%
163.3298404	1	< 0.1%
160.850926	1	< 0.1%
157.507165	1	< 0.1%
154.7923076	1	< 0.1%
154.536044	1	< 0.1%
151.7747427	1	< 0.1%
151.5860346	1	< 0.1%
151.5840203	1	< 0.1%

Y0
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	78090
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	85.81205072

Minimum	-98.23375643
Maximum	169.1754637
Zeros	1
Zeros (%)	< 0.1%
Negative	1020
Negative (%)	1.3%
Memory size	610.2 KiB

Quantile statistics

Minimum	-98.23375643
5-th percentile	11.62690992
Q1	63.49443226
median	86.52624635
Q3	113.107355
95-th percentile	147.3670991
Maximum	169.1754637
Range	267.4092201
Interquartile range (IQR)	49.61292275

Descriptive statistics

Standard deviation	40.20436291
Coefficient of variation (CV)	0.4685165146
Kurtosis	-0.3833101698
Mean	85.81205072
Median Absolute Deviation (MAD)	24.70686051
Skewness	-0.2791227537
Sum	6701577.913
Variance	1616.390797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
93.92561581	3	< 0.1%
89.85748315	2	< 0.1%
88.67736952	2	< 0.1%
79.06747674	2	< 0.1%
86.01355398	2	< 0.1%
0	1	< 0.1%
84.13022116	1	< 0.1%
136.060679	1	< 0.1%
31.93606613	1	< 0.1%
31.71166769	1	< 0.1%
Other values (78080)	78080	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-98.23375643	1	< 0.1%
-98.02819915	1	< 0.1%
-97.87002687	1	< 0.1%
-97.81220475	1	< 0.1%
-97.75906967	1	< 0.1%
-97.7244942	1	< 0.1%
-72.40196719	1	< 0.1%
-70.25229006	1	< 0.1%
-67.15790442	1	< 0.1%
-63.98317186	1	< 0.1%

Value	Count	Frequency (%)
169.1754637	1	< 0.1%
168.8866749	1	< 0.1%
168.7174579	1	< 0.1%
168.6860295	1	< 0.1%
168.6164898	1	< 0.1%
168.579351	1	< 0.1%
168.2169935	1	< 0.1%
167.9829018	1	< 0.1%
167.981846	1	< 0.1%
167.958743	1	< 0.1%

Z0
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	78090
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-29.98471184

Minimum	-126.7708719
Maximum	113.3451187
Zeros	1
Zeros (%)	< 0.1%
Negative	59682
Negative (%)	76.4%
Memory size	610.2 KiB

Quantile statistics

Minimum	-126.7708719
5-th percentile	-85.62163672
Q1	-56.35643766
median	-30.86412481
Q3	-1.418802619
95-th percentile	25.65224517
Maximum	113.3451187
Range	240.1159907
Interquartile range (IQR)	54.93763504

Descriptive statistics

Standard deviation	34.36191841
Coefficient of variation (CV)	-1.145981279
Kurtosis	-0.5844941882
Mean	-29.98471184
Median Absolute Deviation (MAD)	27.08476795
Skewness	0.1156770151
Sum	-2341686.056
Variance	1180.741437
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-7.769513846	3	< 0.1%
24.92839012	2	< 0.1%
-15.90809152	2	< 0.1%
-24.20028444	2	< 0.1%
11.61824523	2	< 0.1%
0	1	< 0.1%
-40.0348243	1	< 0.1%
-14.70104254	1	< 0.1%
-52.04824079	1	< 0.1%
-51.9812435	1	< 0.1%
Other values (78080)	78080	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-126.7708719	1	< 0.1%
-126.7087941	1	< 0.1%
-126.5377037	1	< 0.1%
-126.5084254	1	< 0.1%
-126.4721904	1	< 0.1%
-126.4369321	1	< 0.1%
-126.4053536	1	< 0.1%
-126.3687719	1	< 0.1%
-126.3018286	1	< 0.1%
-126.2383218	1	< 0.1%

Value	Count	Frequency (%)
113.3451187	1	< 0.1%
113.1306602	1	< 0.1%
109.5275952	1	< 0.1%
109.3495524	1	< 0.1%
108.0231963	1	< 0.1%
106.1480191	1	< 0.1%
105.0763497	1	< 0.1%
103.661773	1	< 0.1%
103.2860476	1	< 0.1%
101.7919476	1	< 0.1%

X1
Real number (ℝ)

HIGH CORRELATION

Distinct	78090
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	49.59520885

Minimum	-111.6852412
Maximum	188.6919966
Zeros	1
Zeros (%)	< 0.1%
Negative	6951
Negative (%)	8.9%
Memory size	610.2 KiB

Quantile statistics

Minimum	-111.6852412
5-th percentile	-10.28193604
Q1	28.75513657
median	54.21551426
Q3	71.76203882
95-th percentile	102.2078761
Maximum	188.6919966
Range	300.3772378
Interquartile range (IQR)	43.00690225

Descriptive statistics

Standard deviation	32.47823836
Coefficient of variation (CV)	0.65486645
Kurtosis	-0.2366674035
Mean	49.59520885
Median Absolute Deviation (MAD)	21.1077295
Skewness	-0.3077319869
Sum	3873187.431
Variance	1054.835967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.68716353	2	< 0.1%
74.86044765	2	< 0.1%
60.04661322	2	< 0.1%
18.74957141	2	< 0.1%
53.31758657	2	< 0.1%
54.93325651	2	< 0.1%
48.69489665	1	< 0.1%
8.938447254	1	< 0.1%
92.88037216	1	< 0.1%
6.452719535	1	< 0.1%
Other values (78080)	78080	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-111.6852412	1	< 0.1%
-106.0024038	1	< 0.1%
-99.86829565	1	< 0.1%
-99.5242038	1	< 0.1%
-99.450227	1	< 0.1%
-97.26455003	1	< 0.1%
-84.97786105	1	< 0.1%
-83.51186184	1	< 0.1%
-82.21403378	1	< 0.1%
-82.17312218	1	< 0.1%

Value	Count	Frequency (%)
188.6919966	1	< 0.1%
165.9754158	1	< 0.1%
158.7834535	1	< 0.1%
154.3222916	1	< 0.1%
153.714013	1	< 0.1%
151.6787026	1	< 0.1%
151.5492059	1	< 0.1%
151.5441642	1	< 0.1%
151.2714132	1	< 0.1%
150.6442613	1	< 0.1%

Y1
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	78093
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	86.1926472

Minimum	-96.14258939
Maximum	170.2093504
Zeros	1
Zeros (%)	< 0.1%
Negative	1443
Negative (%)	1.8%
Memory size	610.2 KiB

Quantile statistics

Minimum	-96.14258939
5-th percentile	9.866469746
Q1	64.15452851
median	87.54275093
Q3	116.2193985
95-th percentile	147.0656301
Maximum	170.2093504
Range	266.3519398
Interquartile range (IQR)	52.06486995

Descriptive statistics

Standard deviation	40.45321396
Coefficient of variation (CV)	0.4693348595
Kurtosis	-0.3470154403
Mean	86.1926472
Median Absolute Deviation (MAD)	24.72145868
Skewness	-0.3541298874
Sum	6731300.975
Variance	1636.46252
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
98.19975818	2	< 0.1%
79.02468375	2	< 0.1%
78.55340629	2	< 0.1%
96.36677996	1	< 0.1%
85.45429564	1	< 0.1%
32.40967689	1	< 0.1%
84.79706227	1	< 0.1%
84.58507599	1	< 0.1%
84.31184099	1	< 0.1%
31.53577997	1	< 0.1%
Other values (78083)	78083	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-96.14258939	1	< 0.1%
-88.78772044	1	< 0.1%
-88.18694835	1	< 0.1%
-87.91227333	1	< 0.1%
-87.57557027	1	< 0.1%
-75.57093224	1	< 0.1%
-65.75845339	1	< 0.1%
-63.2090546	1	< 0.1%
-61.20305959	1	< 0.1%
-59.39250604	1	< 0.1%

Value	Count	Frequency (%)
170.2093504	1	< 0.1%
169.4402427	1	< 0.1%
168.3379641	1	< 0.1%
168.1856905	1	< 0.1%
168.0778885	1	< 0.1%
167.9714323	1	< 0.1%
167.9393564	1	< 0.1%
167.8857049	1	< 0.1%
167.8513765	1	< 0.1%
167.5594466	1	< 0.1%

Z1
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	78094
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-29.50920162

Minimum	-166.0068383
Maximum	104.6978523
Zeros	1
Zeros (%)	< 0.1%
Negative	58887
Negative (%)	75.4%
Memory size	610.2 KiB

Quantile statistics

Minimum	-166.0068383
5-th percentile	-85.08615466
Q1	-57.36010689
median	-30.18400462
Q3	-0.3666919561
95-th percentile	26.53806233
Maximum	104.6978523
Range	270.7046906
Interquartile range (IQR)	56.99341493

Descriptive statistics

Standard deviation	34.7643982
Coefficient of variation (CV)	-1.178086709
Kurtosis	-0.7280836807
Mean	-29.50920162
Median Absolute Deviation (MAD)	28.39320583
Skewness	0.1077609169
Sum	-2304550.609
Variance	1208.563382
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-48.85861068	2	< 0.1%
-0.335495579	2	< 0.1%
0	1	< 0.1%
-37.67793307	1	< 0.1%
-51.48457427	1	< 0.1%
-40.0242939	1	< 0.1%
-40.70635624	1	< 0.1%
-41.18828502	1	< 0.1%
-51.7668601	1	< 0.1%
-12.71429114	1	< 0.1%
Other values (78084)	78084	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-166.0068383	1	< 0.1%
-130.0628661	1	< 0.1%
-129.3248355	1	< 0.1%
-126.3277945	1	< 0.1%
-126.2932973	1	< 0.1%
-126.1800124	1	< 0.1%
-125.7558485	1	< 0.1%
-125.6046538	1	< 0.1%
-125.3591143	1	< 0.1%
-124.9961282	1	< 0.1%

Value	Count	Frequency (%)
104.6978523	1	< 0.1%
104.6181148	1	< 0.1%
104.6027674	1	< 0.1%
104.5893651	1	< 0.1%
104.4921102	1	< 0.1%
104.4714439	1	< 0.1%
104.4614538	1	< 0.1%
104.3348182	1	< 0.1%
104.2664869	1	< 0.1%
103.2936709	1	< 0.1%

X2
Real number (ℝ)

HIGH CORRELATION

Distinct	78086
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	48.61212116

Minimum	-106.8865243
Maximum	188.7601677
Zeros	1
Zeros (%)	< 0.1%
Negative	8092
Negative (%)	10.4%
Memory size	610.2 KiB

Quantile statistics

Minimum	-106.8865243
5-th percentile	-11.90228033
Q1	25.17000649
median	53.81458013
Q3	71.56195062
95-th percentile	103.3435483
Maximum	188.7601677
Range	295.646692
Interquartile range (IQR)	46.39194413

Descriptive statistics

Standard deviation	33.60538973
Coefficient of variation (CV)	0.6912965105
Kurtosis	-0.3898883791
Mean	48.61212116
Median Absolute Deviation (MAD)	22.17295182
Skewness	-0.2695575064
Sum	3796412.214
Variance	1129.322219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.31549454	3	< 0.1%
19.17316787	3	< 0.1%
-13.89498933	2	< 0.1%
12.6797667	2	< 0.1%
-11.52717309	2	< 0.1%
106.775111	2	< 0.1%
85.82044004	2	< 0.1%
-14.14222011	2	< 0.1%
0	1	< 0.1%
9.031852529	1	< 0.1%
Other values (78076)	78076	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-106.8865243	1	< 0.1%
-103.9619188	1	< 0.1%
-101.5652831	1	< 0.1%
-99.9174529	1	< 0.1%
-98.65063177	1	< 0.1%
-97.28117088	1	< 0.1%
-82.89842863	1	< 0.1%
-82.58003607	1	< 0.1%
-82.45240013	1	< 0.1%
-82.41368215	1	< 0.1%

Value	Count	Frequency (%)
188.7601677	1	< 0.1%
163.5473102	1	< 0.1%
153.7169359	1	< 0.1%
152.6475507	1	< 0.1%
151.9689665	1	< 0.1%
151.4153378	1	< 0.1%
151.4057531	1	< 0.1%
151.2221663	1	< 0.1%
149.7565958	1	< 0.1%
149.6254873	1	< 0.1%

Y2
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	78089
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83.77131466

Minimum	-100.7893122
Maximum	168.1864665
Zeros	1
Zeros (%)	< 0.1%
Negative	1819
Negative (%)	2.3%
Memory size	610.2 KiB

Quantile statistics

Minimum	-100.7893122
5-th percentile	7.860157543
Q1	58.0523851
median	86.45832359
Q3	106.6608272
95-th percentile	145.66901
Maximum	168.1864665
Range	268.9757787
Interquartile range (IQR)	48.60844212

Descriptive statistics

Standard deviation	41.02354311
Coefficient of variation (CV)	0.489708718
Kurtosis	-0.4325056951
Mean	83.77131466
Median Absolute Deviation (MAD)	25.66366947
Skewness	-0.329806004
Sum	6542204.589
Variance	1682.931089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77.99360152	3	< 0.1%
111.9809364	2	< 0.1%
59.18616149	2	< 0.1%
42.3218611	2	< 0.1%
92.67107094	2	< 0.1%
129.2545414	2	< 0.1%
46.5885069	1	< 0.1%
136.013976	1	< 0.1%
96.19771816	1	< 0.1%
96.27886188	1	< 0.1%
Other values (78079)	78079	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-100.7893122	1	< 0.1%
-99.48197478	1	< 0.1%
-96.17130455	1	< 0.1%
-89.97275409	1	< 0.1%
-89.45226952	1	< 0.1%
-69.6164025	1	< 0.1%
-64.8303424	1	< 0.1%
-63.46632365	1	< 0.1%
-60.07600056	1	< 0.1%
-60.0583665	1	< 0.1%

Value	Count	Frequency (%)
168.1864665	1	< 0.1%
167.973416	1	< 0.1%
167.8819467	1	< 0.1%
167.8300152	1	< 0.1%
167.3745656	1	< 0.1%
166.8803771	1	< 0.1%
166.8741894	1	< 0.1%
166.7857247	1	< 0.1%
166.7144936	1	< 0.1%
166.6505586	1	< 0.1%

Z2
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	78089
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-30.56051494

Minimum	-129.5952959
Maximum	104.590879
Zeros	1
Zeros (%)	< 0.1%
Negative	59293
Negative (%)	75.9%
Memory size	610.2 KiB

Quantile statistics

Minimum	-129.5952959
5-th percentile	-84.65637719
Q1	-58.65405886
median	-32.35241413
Q3	-0.9447856182
95-th percentile	27.13669177
Maximum	104.590879
Range	234.1861749
Interquartile range (IQR)	57.70927324

Descriptive statistics

Standard deviation	35.12032911
Coefficient of variation (CV)	-1.149206065
Kurtosis	-0.7728259869
Mean	-30.56051494
Median Absolute Deviation (MAD)	28.11877784
Skewness	0.181835072
Sum	-2386653.975
Variance	1233.437517
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-49.50336949	3	< 0.1%
-14.53792796	2	< 0.1%
-36.12722914	2	< 0.1%
-39.47665916	2	< 0.1%
2.687014041	2	< 0.1%
-22.18913265	2	< 0.1%
-49.83294881	1	< 0.1%
-12.28603875	1	< 0.1%
-11.74765976	1	< 0.1%
-12.5496263	1	< 0.1%
Other values (78079)	78079	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-129.5952959	1	< 0.1%
-125.1138663	1	< 0.1%
-125.10212	1	< 0.1%
-124.5102929	1	< 0.1%
-124.0312741	1	< 0.1%
-123.4413316	1	< 0.1%
-123.0982583	1	< 0.1%
-121.1064208	1	< 0.1%
-120.4144845	1	< 0.1%
-119.903386	1	< 0.1%

Value	Count	Frequency (%)
104.590879	1	< 0.1%
104.1931596	1	< 0.1%
103.2903814	1	< 0.1%
103.2525172	1	< 0.1%
103.0443914	1	< 0.1%
102.2112233	1	< 0.1%
102.1947588	1	< 0.1%
102.1530587	1	< 0.1%
101.7238818	1	< 0.1%
101.0098889	1	< 0.1%

X3
Categorical

HIGH CARDINALITY

Distinct	77404
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	690
42.0229288803774	2
75.7791822770612	2
76.2877077845798	2
-3.38285395430093	1
Other values (77399)	77399

Length

Max length	20
Median length	16
Mean length	15.87492317
Min length	1

Characters and Unicode

Total characters	1239768
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	77400 ?
Unique (%)	99.1%

Sample

1st row	0
2nd row	85.2322638852917
3rd row	87.4508729469625
4th row	86.8353875680762
5th row	61.5961571288978

Common Values

Value	Count	Frequency (%)
?	690	0.9%
42.0229288803774	2	< 0.1%
75.7791822770612	2	< 0.1%
76.2877077845798	2	< 0.1%
-3.38285395430093	1	< 0.1%
70.5669563356232	1	< 0.1%
-3.18980061986317	1	< 0.1%
-3.40704223223579	1	< 0.1%
-3.56638708761331	1	< 0.1%
5.33651447565492	1	< 0.1%
Other values (77394)	77394	99.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	690	0.9%
42.0229288803774	2	< 0.1%
75.7791822770612	2	< 0.1%
76.2877077845798	2	< 0.1%
3.38285395430093	1	< 0.1%
70.5669563356232	1	< 0.1%
3.18980061986317	1	< 0.1%
3.40704223223579	1	< 0.1%
3.56638708761331	1	< 0.1%
5.33651447565492	1	< 0.1%
Other values (77394)	77394	99.1%

Most occurring characters

Value	Count	Frequency (%)
1	124241	10.0%
5	121505	9.8%
6	118544	9.6%
7	115917	9.3%
3	115873	9.3%
4	115323	9.3%
2	114480	9.2%
8	113141	9.1%
9	111378	9.0%
0	102787	8.3%
Other values (3)	86579	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1153189	93.0%
Other Punctuation	78095	6.3%
Dash Punctuation	8484	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	124241	10.8%
5	121505	10.5%
6	118544	10.3%
7	115917	10.1%
3	115873	10.0%
4	115323	10.0%
2	114480	9.9%
8	113141	9.8%
9	111378	9.7%
0	102787	8.9%

Other Punctuation

Value	Count	Frequency (%)
.	77405	99.1%
?	690	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	8484	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1239768	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	124241	10.0%
5	121505	9.8%
6	118544	9.6%
7	115917	9.3%
3	115873	9.3%
4	115323	9.3%
2	114480	9.2%
8	113141	9.1%
9	111378	9.0%
0	102787	8.3%
Other values (3)	86579	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1239768	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	124241	10.0%
5	121505	9.8%
6	118544	9.6%
7	115917	9.3%
3	115873	9.3%
4	115323	9.3%
2	114480	9.2%
8	113141	9.1%
9	111378	9.0%
0	102787	8.3%
Other values (3)	86579	7.0%

Y3
Categorical

HIGH CARDINALITY

Distinct	77405
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	690
59.0862637259168	2
95.8894937439639	2
49.6314335247607	1
92.0647309640474	1
Other values (77400)	77400

Length

Max length	21
Median length	16
Mean length	15.79299836
Min length	1

Characters and Unicode

Total characters	1233370
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	77402 ?
Unique (%)	99.1%

Sample

1st row	0
2nd row	67.7492195028673
3rd row	68.4008083028339
4th row	68.9079249764243
5th row	11.2506481750465

Common Values

Value	Count	Frequency (%)
?	690	0.9%
59.0862637259168	2	< 0.1%
95.8894937439639	2	< 0.1%
49.6314335247607	1	< 0.1%
92.0647309640474	1	< 0.1%
92.1412691395899	1	< 0.1%
92.1499467514924	1	< 0.1%
130.255002418057	1	< 0.1%
49.7989831052405	1	< 0.1%
97.4815434767517	1	< 0.1%
Other values (77395)	77395	99.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	690	0.9%
59.0862637259168	2	< 0.1%
95.8894937439639	2	< 0.1%
49.6314335247607	1	< 0.1%
92.0647309640474	1	< 0.1%
92.1412691395899	1	< 0.1%
92.1499467514924	1	< 0.1%
130.255002418057	1	< 0.1%
49.7989831052405	1	< 0.1%
97.4815434767517	1	< 0.1%
Other values (77395)	77395	99.1%

Most occurring characters

Value	Count	Frequency (%)
1	135458	11.0%
8	117828	9.6%
3	116617	9.5%
9	115902	9.4%
4	114153	9.3%
2	113324	9.2%
7	113176	9.2%
5	113008	9.2%
6	110538	9.0%
0	103128	8.4%
Other values (3)	80238	6.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1153132	93.5%
Other Punctuation	78095	6.3%
Dash Punctuation	2143	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	135458	11.7%
8	117828	10.2%
3	116617	10.1%
9	115902	10.1%
4	114153	9.9%
2	113324	9.8%
7	113176	9.8%
5	113008	9.8%
6	110538	9.6%
0	103128	8.9%

Other Punctuation

Value	Count	Frequency (%)
.	77405	99.1%
?	690	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	2143	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1233370	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	135458	11.0%
8	117828	9.6%
3	116617	9.5%
9	115902	9.4%
4	114153	9.3%
2	113324	9.2%
7	113176	9.2%
5	113008	9.2%
6	110538	9.0%
0	103128	8.4%
Other values (3)	80238	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1233370	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	135458	11.0%
8	117828	9.6%
3	116617	9.5%
9	115902	9.4%
4	114153	9.3%
2	113324	9.2%
7	113176	9.2%
5	113008	9.2%
6	110538	9.0%
0	103128	8.4%
Other values (3)	80238	6.5%

Z3
Categorical

HIGH CARDINALITY

Distinct	77405
Distinct (%)	99.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	690
-44.731361092816	2
-7.37234857290389	2
-41.9834955325056	1
1.01703148994075	1
Other values (77400)	77400

Length

Max length	20
Median length	17
Mean length	16.53174298
Min length	1

Characters and Unicode

Total characters	1291063
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	77402 ?
Unique (%)	99.1%

Sample

1st row	0
2nd row	-73.684130041833
3rd row	-70.703990925959
4th row	-71.1383441365739
5th row	-68.9564252307431

Common Values

Value	Count	Frequency (%)
?	690	0.9%
-44.731361092816	2	< 0.1%
-7.37234857290389	2	< 0.1%
-41.9834955325056	1	< 0.1%
1.01703148994075	1	< 0.1%
0.824434180731112	1	< 0.1%
0.709341720791423	1	< 0.1%
4.56284739153731	1	< 0.1%
-42.4205822715877	1	< 0.1%
0.177873284433247	1	< 0.1%
Other values (77395)	77395	99.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	690	0.9%
44.731361092816	2	< 0.1%
7.37234857290389	2	< 0.1%
41.9834955325056	1	< 0.1%
1.01703148994075	1	< 0.1%
0.824434180731112	1	< 0.1%
0.709341720791423	1	< 0.1%
4.56284739153731	1	< 0.1%
42.4205822715877	1	< 0.1%
0.177873284433247	1	< 0.1%
Other values (77395)	77395	99.1%

Most occurring characters

Value	Count	Frequency (%)
1	120793	9.4%
2	119686	9.3%
5	118854	9.2%
3	118842	9.2%
4	117145	9.1%
6	116673	9.0%
7	115340	8.9%
8	114179	8.8%
9	110544	8.6%
0	101952	7.9%
Other values (3)	137055	10.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1154008	89.4%
Other Punctuation	78095	6.0%
Dash Punctuation	58960	4.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	120793	10.5%
2	119686	10.4%
5	118854	10.3%
3	118842	10.3%
4	117145	10.2%
6	116673	10.1%
7	115340	10.0%
8	114179	9.9%
9	110544	9.6%
0	101952	8.8%

Other Punctuation

Value	Count	Frequency (%)
.	77405	99.1%
?	690	0.9%

Dash Punctuation

Value	Count	Frequency (%)
-	58960	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1291063	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	120793	9.4%
2	119686	9.3%
5	118854	9.2%
3	118842	9.2%
4	117145	9.1%
6	116673	9.0%
7	115340	8.9%
8	114179	8.8%
9	110544	8.6%
0	101952	7.9%
Other values (3)	137055	10.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1291063	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	120793	9.4%
2	119686	9.3%
5	118854	9.2%
3	118842	9.2%
4	117145	9.1%
6	116673	9.0%
7	115340	8.9%
8	114179	8.8%
9	110544	8.6%
0	101952	7.9%
Other values (3)	137055	10.6%

X4
Categorical

HIGH CARDINALITY

Distinct	74974
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	3120
79.1681341895142	2
-20.0151569120977	2
77.5665498565998	2
23.6592359195969	1
Other values (74969)	74969

Length

Max length	21
Median length	16
Mean length	15.41315816
Min length	1

Characters and Unicode

Total characters	1203706
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	74970 ?
Unique (%)	96.0%

Sample

1st row	0
2nd row	59.1885757027887
3rd row	61.5874515532753
4th row	61.6864271910576
5th row	77.3872254123912

Common Values

Value	Count	Frequency (%)
?	3120	4.0%
79.1681341895142	2	< 0.1%
-20.0151569120977	2	< 0.1%
77.5665498565998	2	< 0.1%
23.6592359195969	1	< 0.1%
23.7809775414175	1	< 0.1%
38.3043380239614	1	< 0.1%
22.428188498175	1	< 0.1%
84.137754478412	1	< 0.1%
65.2468241252096	1	< 0.1%
Other values (74964)	74964	96.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	3120	4.0%
79.1681341895142	2	< 0.1%
20.0151569120977	2	< 0.1%
77.5665498565998	2	< 0.1%
23.6592359195969	1	< 0.1%
23.7809775414175	1	< 0.1%
38.3043380239614	1	< 0.1%
22.428188498175	1	< 0.1%
84.137754478412	1	< 0.1%
65.2468241252096	1	< 0.1%
Other values (74964)	74964	96.0%

Most occurring characters

Value	Count	Frequency (%)
1	119614	9.9%
5	117771	9.8%
6	115227	9.6%
4	112718	9.4%
7	112264	9.3%
3	111522	9.3%
2	110818	9.2%
8	109869	9.1%
9	107924	9.0%
0	99448	8.3%
Other values (3)	86531	7.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1117175	92.8%
Other Punctuation	78095	6.5%
Dash Punctuation	8436	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	119614	10.7%
5	117771	10.5%
6	115227	10.3%
4	112718	10.1%
7	112264	10.0%
3	111522	10.0%
2	110818	9.9%
8	109869	9.8%
9	107924	9.7%
0	99448	8.9%

Other Punctuation

Value	Count	Frequency (%)
.	74975	96.0%
?	3120	4.0%

Dash Punctuation

Value	Count	Frequency (%)
-	8436	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1203706	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	119614	9.9%
5	117771	9.8%
6	115227	9.6%
4	112718	9.4%
7	112264	9.3%
3	111522	9.3%
2	110818	9.2%
8	109869	9.1%
9	107924	9.0%
0	99448	8.3%
Other values (3)	86531	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1203706	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	119614	9.9%
5	117771	9.8%
6	115227	9.6%
4	112718	9.4%
7	112264	9.3%
3	111522	9.3%
2	110818	9.2%
8	109869	9.1%
9	107924	9.0%
0	99448	8.3%
Other values (3)	86531	7.2%

Y4
Categorical

HIGH CARDINALITY

Distinct	74974
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	3120
43.0903473869482	2
41.9840030949135	2
139.297041166856	2
0	1
Other values (74969)	74969

Length

Max length	19
Median length	16
Mean length	15.33095165
Min length	1

Characters and Unicode

Total characters	1197286
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	74970 ?
Unique (%)	96.0%

Sample

1st row	0
2nd row	10.6789364098231
3rd row	11.7799190329758
4th row	11.7934398850428
5th row	42.7178334810919

Common Values

Value	Count	Frequency (%)
?	3120	4.0%
43.0903473869482	2	< 0.1%
41.9840030949135	2	< 0.1%
139.297041166856	2	< 0.1%
0	1	< 0.1%
101.513039839189	1	< 0.1%
97.3499977803205	1	< 0.1%
142.921684460047	1	< 0.1%
97.5852744886196	1	< 0.1%
131.885056118263	1	< 0.1%
Other values (74964)	74964	96.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	3120	4.0%
43.0903473869482	2	< 0.1%
41.9840030949135	2	< 0.1%
139.297041166856	2	< 0.1%
0	1	< 0.1%
101.513039839189	1	< 0.1%
97.3499977803205	1	< 0.1%
142.921684460047	1	< 0.1%
97.5852744886196	1	< 0.1%
131.885056118263	1	< 0.1%
Other values (74964)	74964	96.0%

Most occurring characters

Value	Count	Frequency (%)
1	133023	11.1%
9	113213	9.5%
8	112562	9.4%
3	112345	9.4%
4	111361	9.3%
2	110267	9.2%
5	109074	9.1%
7	108750	9.1%
6	106045	8.9%
0	100258	8.4%
Other values (3)	80388	6.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1116898	93.3%
Other Punctuation	78095	6.5%
Dash Punctuation	2293	0.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	133023	11.9%
9	113213	10.1%
8	112562	10.1%
3	112345	10.1%
4	111361	10.0%
2	110267	9.9%
5	109074	9.8%
7	108750	9.7%
6	106045	9.5%
0	100258	9.0%

Other Punctuation

Value	Count	Frequency (%)
.	74975	96.0%
?	3120	4.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2293	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1197286	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	133023	11.1%
9	113213	9.5%
8	112562	9.4%
3	112345	9.4%
4	111361	9.3%
2	110267	9.2%
5	109074	9.1%
7	108750	9.1%
6	106045	8.9%
0	100258	8.4%
Other values (3)	80388	6.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1197286	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	133023	11.1%
9	113213	9.5%
8	112562	9.4%
3	112345	9.4%
4	111361	9.3%
2	110267	9.2%
5	109074	9.1%
7	108750	9.1%
6	106045	8.9%
0	100258	8.4%
Other values (3)	80388	6.7%

Z4
Categorical

HIGH CARDINALITY

Distinct	74975
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	3120
-71.1013128660108	2
-72.8833791767483	2
-1.11613099270773	1
-0.406177249212901	1
Other values (74970)	74970

Length

Max length	21
Median length	17
Mean length	16.05045073
Min length	1

Characters and Unicode

Total characters	1253476
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	74972 ?
Unique (%)	96.0%

Sample

1st row	0
2nd row	-71.2977813147725
3rd row	-68.827417756239
4th row	-68.88931646056
5th row	-72.0151462991019

Common Values

Value	Count	Frequency (%)
?	3120	4.0%
-71.1013128660108	2	< 0.1%
-72.8833791767483	2	< 0.1%
-1.11613099270773	1	< 0.1%
-0.406177249212901	1	< 0.1%
7.36047612565754	1	< 0.1%
-1.23323393278556	1	< 0.1%
-11.5185046401756	1	< 0.1%
2.09357149016235	1	< 0.1%
-3.19298182452546	1	< 0.1%
Other values (74965)	74965	96.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	3120	4.0%
71.1013128660108	2	< 0.1%
72.8833791767483	2	< 0.1%
1.11613099270773	1	< 0.1%
0.406177249212901	1	< 0.1%
7.36047612565754	1	< 0.1%
1.23323393278556	1	< 0.1%
11.5185046401756	1	< 0.1%
2.09357149016235	1	< 0.1%
3.19298182452546	1	< 0.1%
Other values (74965)	74965	96.0%

Most occurring characters

Value	Count	Frequency (%)
1	117109	9.3%
2	115992	9.3%
5	115405	9.2%
3	114803	9.2%
4	113037	9.0%
6	112905	9.0%
7	111253	8.9%
8	110899	8.8%
9	107366	8.6%
0	99055	7.9%
Other values (3)	135652	10.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1117824	89.2%
Other Punctuation	78095	6.2%
Dash Punctuation	57557	4.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	117109	10.5%
2	115992	10.4%
5	115405	10.3%
3	114803	10.3%
4	113037	10.1%
6	112905	10.1%
7	111253	10.0%
8	110899	9.9%
9	107366	9.6%
0	99055	8.9%

Other Punctuation

Value	Count	Frequency (%)
.	74975	96.0%
?	3120	4.0%

Dash Punctuation

Value	Count	Frequency (%)
-	57557	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1253476	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	117109	9.3%
2	115992	9.3%
5	115405	9.2%
3	114803	9.2%
4	113037	9.0%
6	112905	9.0%
7	111253	8.9%
8	110899	8.8%
9	107366	8.6%
0	99055	7.9%
Other values (3)	135652	10.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1253476	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	117109	9.3%
2	115992	9.3%
5	115405	9.2%
3	114803	9.2%
4	113037	9.0%
6	112905	9.0%
7	111253	8.9%
8	110899	8.8%
9	107366	8.6%
0	99055	7.9%
Other values (3)	135652	10.8%

X5
Categorical

HIGH CARDINALITY

Distinct	65074
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	13023
8.83793809199762	1
47.9669093883694	1
47.9606888522214	1
8.40508208999718	1
Other values (65069)	65069

Length

Max length	20
Median length	16
Mean length	13.51559619
Min length	1

Characters and Unicode

Total characters	1055514
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	65073 ?
Unique (%)	83.3%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	13023	16.7%
8.83793809199762	1	< 0.1%
47.9669093883694	1	< 0.1%
47.9606888522214	1	< 0.1%
8.40508208999718	1	< 0.1%
110.701994208143	1	< 0.1%
48.0680141346651	1	< 0.1%
8.0165074044731	1	< 0.1%
7.14771151021097	1	< 0.1%
110.021183044075	1	< 0.1%
Other values (65064)	65064	83.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	13023	16.7%
8.83793809199762	1	< 0.1%
47.9669093883694	1	< 0.1%
47.9606888522214	1	< 0.1%
8.40508208999718	1	< 0.1%
110.701994208143	1	< 0.1%
48.0680141346651	1	< 0.1%
8.0165074044731	1	< 0.1%
7.14771151021097	1	< 0.1%
110.021183044075	1	< 0.1%
Other values (65064)	65064	83.3%

Most occurring characters

Value	Count	Frequency (%)
1	104776	9.9%
5	101703	9.6%
4	98876	9.4%
6	98647	9.3%
7	98123	9.3%
2	97179	9.2%
3	96326	9.1%
8	95427	9.0%
9	92914	8.8%
0	85803	8.1%
Other values (3)	85740	8.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	969774	91.9%
Other Punctuation	78095	7.4%
Dash Punctuation	7645	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	104776	10.8%
5	101703	10.5%
4	98876	10.2%
6	98647	10.2%
7	98123	10.1%
2	97179	10.0%
3	96326	9.9%
8	95427	9.8%
9	92914	9.6%
0	85803	8.8%

Other Punctuation

Value	Count	Frequency (%)
.	65072	83.3%
?	13023	16.7%

Dash Punctuation

Value	Count	Frequency (%)
-	7645	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1055514	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	104776	9.9%
5	101703	9.6%
4	98876	9.4%
6	98647	9.3%
7	98123	9.3%
2	97179	9.2%
3	96326	9.1%
8	95427	9.0%
9	92914	8.8%
0	85803	8.1%
Other values (3)	85740	8.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1055514	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	104776	9.9%
5	101703	9.6%
4	98876	9.4%
6	98647	9.3%
7	98123	9.3%
2	97179	9.2%
3	96326	9.1%
8	95427	9.0%
9	92914	8.8%
0	85803	8.1%
Other values (3)	85740	8.1%

Y5
Categorical

HIGH CARDINALITY

Distinct	65072
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	13023
86.0046621603218	2
101.201915490641	2
135.97320926227	1
96.637770018805	1
Other values (65067)	65067

Length

Max length	20
Median length	16
Mean length	13.43639879
Min length	1

Characters and Unicode

Total characters	1049329
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	65069 ?
Unique (%)	83.3%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	13023	16.7%
86.0046621603218	2	< 0.1%
101.201915490641	2	< 0.1%
135.97320926227	1	< 0.1%
96.637770018805	1	< 0.1%
96.3935397691161	1	< 0.1%
96.3891774264784	1	< 0.1%
96.432086322	1	< 0.1%
84.3535071023263	1	< 0.1%
46.5865466943928	1	< 0.1%
Other values (65062)	65062	83.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	13023	16.7%
86.0046621603218	2	< 0.1%
101.201915490641	2	< 0.1%
135.97320926227	1	< 0.1%
96.637770018805	1	< 0.1%
96.3935397691161	1	< 0.1%
96.3891774264784	1	< 0.1%
96.432086322	1	< 0.1%
84.3535071023263	1	< 0.1%
46.5865466943928	1	< 0.1%
Other values (65062)	65062	83.3%

Most occurring characters

Value	Count	Frequency (%)
1	117175	11.2%
9	99021	9.4%
3	97924	9.3%
8	96352	9.2%
4	96159	9.2%
2	95712	9.1%
5	94018	9.0%
7	93441	8.9%
6	91679	8.7%
0	87704	8.4%
Other values (4)	80144	7.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	969185	92.4%
Other Punctuation	78095	7.4%
Dash Punctuation	2048	0.2%
Uppercase Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	117175	12.1%
9	99021	10.2%
3	97924	10.1%
8	96352	9.9%
4	96159	9.9%
2	95712	9.9%
5	94018	9.7%
7	93441	9.6%
6	91679	9.5%
0	87704	9.0%

Other Punctuation

Value	Count	Frequency (%)
.	65072	83.3%
?	13023	16.7%

Dash Punctuation

Value	Count	Frequency (%)
-	2048	100.0%

Uppercase Letter

Value	Count	Frequency (%)
E	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1049328	> 99.9%
Latin	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	117175	11.2%
9	99021	9.4%
3	97924	9.3%
8	96352	9.2%
4	96159	9.2%
2	95712	9.1%
5	94018	9.0%
7	93441	8.9%
6	91679	8.7%
0	87704	8.4%
Other values (3)	80143	7.6%

Latin

Value	Count	Frequency (%)
E	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1049329	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	117175	11.2%
9	99021	9.4%
3	97924	9.3%
8	96352	9.2%
4	96159	9.2%
2	95712	9.1%
5	94018	9.0%
7	93441	8.9%
6	91679	8.7%
0	87704	8.4%
Other values (4)	80144	7.6%

Z5
Categorical

HIGH CARDINALITY

Distinct	65074
Distinct (%)	83.3%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	13023
-36.8945196682354	1
-12.1537413670101	1
-12.4157018730824	1
-38.0090137197266	1
Other values (65069)	65069

Length

Max length	21
Median length	17
Mean length	14.04604589
Min length	1

Characters and Unicode

Total characters	1096940
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	65073 ?
Unique (%)	83.3%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	13023	16.7%
-36.8945196682354	1	< 0.1%
-12.1537413670101	1	< 0.1%
-12.4157018730824	1	< 0.1%
-38.0090137197266	1	< 0.1%
-49.5066933962768	1	< 0.1%
-12.1184123571065	1	< 0.1%
-38.2778108594302	1	< 0.1%
-38.9174699746726	1	< 0.1%
-50.6652484998276	1	< 0.1%
Other values (65064)	65064	83.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	13023	16.7%
36.8945196682354	1	< 0.1%
12.1537413670101	1	< 0.1%
12.4157018730824	1	< 0.1%
38.0090137197266	1	< 0.1%
49.5066933962768	1	< 0.1%
12.1184123571065	1	< 0.1%
38.2778108594302	1	< 0.1%
38.9174699746726	1	< 0.1%
50.6652484998276	1	< 0.1%
Other values (65064)	65064	83.3%

Most occurring characters

Value	Count	Frequency (%)
1	103010	9.4%
2	100510	9.2%
3	99593	9.1%
5	99243	9.0%
4	98385	9.0%
6	96893	8.8%
8	96605	8.8%
7	95888	8.7%
9	93989	8.6%
0	85999	7.8%
Other values (4)	126825	11.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	970115	88.4%
Other Punctuation	78095	7.1%
Dash Punctuation	48729	4.4%
Uppercase Letter	1	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	103010	10.6%
2	100510	10.4%
3	99593	10.3%
5	99243	10.2%
4	98385	10.1%
6	96893	10.0%
8	96605	10.0%
7	95888	9.9%
9	93989	9.7%
0	85999	8.9%

Other Punctuation

Value	Count	Frequency (%)
.	65072	83.3%
?	13023	16.7%

Dash Punctuation

Value	Count	Frequency (%)
-	48729	100.0%

Uppercase Letter

Value	Count	Frequency (%)
E	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1096939	> 99.9%
Latin	1	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	103010	9.4%
2	100510	9.2%
3	99593	9.1%
5	99243	9.0%
4	98385	9.0%
6	96893	8.8%
8	96605	8.8%
7	95888	8.7%
9	93989	8.6%
0	85999	7.8%
Other values (3)	126824	11.6%

Latin

Value	Count	Frequency (%)
E	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1096940	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	103010	9.4%
2	100510	9.2%
3	99593	9.1%
5	99243	9.0%
4	98385	9.0%
6	96893	8.8%
8	96605	8.8%
7	95888	8.7%
9	93989	8.6%
0	85999	7.8%
Other values (4)	126825	11.6%

X6
Categorical

HIGH CARDINALITY

Distinct	52247
Distinct (%)	66.9%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	25848
75.0765407117555	3
13.2024872848435	1
45.3947074178752	1
40.0141447532884	1
Other values (52242)	52242

Length

Max length	20
Median length	16
Mean length	11.05943966
Min length	1

Characters and Unicode

Total characters	863698
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52245 ?
Unique (%)	66.9%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	25848	33.1%
75.0765407117555	3	< 0.1%
13.2024872848435	1	< 0.1%
45.3947074178752	1	< 0.1%
40.0141447532884	1	< 0.1%
56.9721721244169	1	< 0.1%
23.6986968143992	1	< 0.1%
35.4600805445979	1	< 0.1%
62.5442683133622	1	< 0.1%
68.4343325379142	1	< 0.1%
Other values (52237)	52237	66.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	25848	33.1%
75.0765407117555	3	< 0.1%
13.2024872848435	1	< 0.1%
45.3947074178752	1	< 0.1%
40.0141447532884	1	< 0.1%
56.9721721244169	1	< 0.1%
23.6986968143992	1	< 0.1%
35.4600805445979	1	< 0.1%
62.5442683133622	1	< 0.1%
68.4343325379142	1	< 0.1%
Other values (52237)	52237	66.9%

Most occurring characters

Value	Count	Frequency (%)
1	84956	9.8%
5	79980	9.3%
6	79559	9.2%
7	78709	9.1%
2	78137	9.0%
8	77861	9.0%
4	77582	9.0%
3	76730	8.9%
9	74685	8.6%
0	70426	8.2%
Other values (3)	85073	9.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	778625	90.2%
Other Punctuation	78095	9.0%
Dash Punctuation	6978	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	84956	10.9%
5	79980	10.3%
6	79559	10.2%
7	78709	10.1%
2	78137	10.0%
8	77861	10.0%
4	77582	10.0%
3	76730	9.9%
9	74685	9.6%
0	70426	9.0%

Other Punctuation

Value	Count	Frequency (%)
.	52247	66.9%
?	25848	33.1%

Dash Punctuation

Value	Count	Frequency (%)
-	6978	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	863698	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	84956	9.8%
5	79980	9.3%
6	79559	9.2%
7	78709	9.1%
2	78137	9.0%
8	77861	9.0%
4	77582	9.0%
3	76730	8.9%
9	74685	8.6%
0	70426	8.2%
Other values (3)	85073	9.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	863698	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	84956	9.8%
5	79980	9.3%
6	79559	9.2%
7	78709	9.1%
2	78137	9.0%
8	77861	9.0%
4	77582	9.0%
3	76730	8.9%
9	74685	8.6%
0	70426	8.2%
Other values (3)	85073	9.8%

Y6
Categorical

HIGH CARDINALITY

Distinct	52246
Distinct (%)	66.9%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	25848
58.9437787796554	3
60.9505325096857	2
143.792897243129	1
111.403179839045	1
Other values (52241)	52241

Length

Max length	19
Median length	16
Mean length	10.99580004
Min length	1

Characters and Unicode

Total characters	858728
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52243 ?
Unique (%)	66.9%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	25848	33.1%
58.9437787796554	3	< 0.1%
60.9505325096857	2	< 0.1%
143.792897243129	1	< 0.1%
111.403179839045	1	< 0.1%
104.120680638426	1	< 0.1%
96.4654106663325	1	< 0.1%
121.761480360594	1	< 0.1%
105.543078218602	1	< 0.1%
123.724798899851	1	< 0.1%
Other values (52236)	52236	66.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	25848	33.1%
58.9437787796554	3	< 0.1%
60.9505325096857	2	< 0.1%
143.792897243129	1	< 0.1%
111.403179839045	1	< 0.1%
104.120680638426	1	< 0.1%
96.4654106663325	1	< 0.1%
121.761480360594	1	< 0.1%
105.543078218602	1	< 0.1%
123.724798899851	1	< 0.1%
Other values (52236)	52236	66.9%

Most occurring characters

Value	Count	Frequency (%)
1	95280	11.1%
3	78917	9.2%
9	78785	9.2%
4	77526	9.0%
8	77493	9.0%
2	76467	8.9%
5	75315	8.8%
7	74167	8.6%
6	73334	8.5%
0	71097	8.3%
Other values (3)	80347	9.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	778381	90.6%
Other Punctuation	78095	9.1%
Dash Punctuation	2252	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	95280	12.2%
3	78917	10.1%
9	78785	10.1%
4	77526	10.0%
8	77493	10.0%
2	76467	9.8%
5	75315	9.7%
7	74167	9.5%
6	73334	9.4%
0	71097	9.1%

Other Punctuation

Value	Count	Frequency (%)
.	52247	66.9%
?	25848	33.1%

Dash Punctuation

Value	Count	Frequency (%)
-	2252	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	858728	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	95280	11.1%
3	78917	9.2%
9	78785	9.2%
4	77526	9.0%
8	77493	9.0%
2	76467	8.9%
5	75315	8.8%
7	74167	8.6%
6	73334	8.5%
0	71097	8.3%
Other values (3)	80347	9.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	858728	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	95280	11.1%
3	78917	9.2%
9	78785	9.2%
4	77526	9.0%
8	77493	9.0%
2	76467	8.9%
5	75315	8.8%
7	74167	8.6%
6	73334	8.5%
0	71097	8.3%
Other values (3)	80347	9.4%

Z6
Categorical

HIGH CARDINALITY

Distinct	52247
Distinct (%)	66.9%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	25848
-46.6418085995195	3
-41.7091782810854	1
-68.8564859765744	1
-28.2984352065888	1
Other values (52242)	52242

Length

Max length	20
Median length	16
Mean length	11.46170098
Min length	1

Characters and Unicode

Total characters	895113
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	52245 ?
Unique (%)	66.9%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	25848	33.1%
-46.6418085995195	3	< 0.1%
-41.7091782810854	1	< 0.1%
-68.8564859765744	1	< 0.1%
-28.2984352065888	1	< 0.1%
-35.9618378995719	1	< 0.1%
-77.2259761678	1	< 0.1%
-22.5910725713018	1	< 0.1%
-59.3182528656491	1	< 0.1%
-57.1423954499309	1	< 0.1%
Other values (52237)	52237	66.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	25848	33.1%
46.6418085995195	3	< 0.1%
41.7091782810854	1	< 0.1%
68.8564859765744	1	< 0.1%
28.2984352065888	1	< 0.1%
35.9618378995719	1	< 0.1%
77.2259761678	1	< 0.1%
22.5910725713018	1	< 0.1%
59.3182528656491	1	< 0.1%
57.1423954499309	1	< 0.1%
Other values (52237)	52237	66.9%

Most occurring characters

Value	Count	Frequency (%)
1	84129	9.4%
2	82299	9.2%
3	79277	8.9%
4	79046	8.8%
5	78825	8.8%
6	77707	8.7%
8	77593	8.7%
7	76544	8.6%
9	74684	8.3%
0	68963	7.7%
Other values (3)	116046	13.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	779067	87.0%
Other Punctuation	78095	8.7%
Dash Punctuation	37951	4.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	84129	10.8%
2	82299	10.6%
3	79277	10.2%
4	79046	10.1%
5	78825	10.1%
6	77707	10.0%
8	77593	10.0%
7	76544	9.8%
9	74684	9.6%
0	68963	8.9%

Other Punctuation

Value	Count	Frequency (%)
.	52247	66.9%
?	25848	33.1%

Dash Punctuation

Value	Count	Frequency (%)
-	37951	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	895113	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	84129	9.4%
2	82299	9.2%
3	79277	8.9%
4	79046	8.8%
5	78825	8.8%
6	77707	8.7%
8	77593	8.7%
7	76544	8.6%
9	74684	8.3%
0	68963	7.7%
Other values (3)	116046	13.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	895113	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	84129	9.4%
2	82299	9.2%
3	79277	8.9%
4	79046	8.8%
5	78825	8.8%
6	77707	8.7%
8	77593	8.7%
7	76544	8.6%
9	74684	8.3%
0	68963	7.7%
Other values (3)	116046	13.0%

X7
Categorical

HIGH CARDINALITY

Distinct	38943
Distinct (%)	49.9%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	39152
71.4715886422563	2
27.5902714389679	2
0	1
81.3730140861057	1
Other values (38938)	38938

Length

Max length	20
Median length	1
Mean length	8.507285905
Min length	1

Characters and Unicode

Total characters	664385
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38940 ?
Unique (%)	49.9%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	39152	50.1%
71.4715886422563	2	< 0.1%
27.5902714389679	2	< 0.1%
0	1	< 0.1%
81.3730140861057	1	< 0.1%
86.9716657086393	1	< 0.1%
70.8239924727279	1	< 0.1%
70.9909150498528	1	< 0.1%
70.5845520970293	1	< 0.1%
70.6538687442854	1	< 0.1%
Other values (38933)	38933	49.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	39152	50.1%
71.4715886422563	2	< 0.1%
27.5902714389679	2	< 0.1%
0	1	< 0.1%
81.3730140861057	1	< 0.1%
86.9716657086393	1	< 0.1%
70.8239924727279	1	< 0.1%
70.9909150498528	1	< 0.1%
70.5845520970293	1	< 0.1%
70.6538687442854	1	< 0.1%
Other values (38933)	38933	49.9%

Most occurring characters

Value	Count	Frequency (%)
1	64061	9.6%
2	59575	9.0%
7	58505	8.8%
5	58441	8.8%
8	58269	8.8%
6	58118	8.7%
4	57353	8.6%
3	57135	8.6%
9	56461	8.5%
0	52437	7.9%
Other values (3)	84030	12.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	580355	87.4%
Other Punctuation	78095	11.8%
Dash Punctuation	5935	0.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	64061	11.0%
2	59575	10.3%
7	58505	10.1%
5	58441	10.1%
8	58269	10.0%
6	58118	10.0%
4	57353	9.9%
3	57135	9.8%
9	56461	9.7%
0	52437	9.0%

Other Punctuation

Value	Count	Frequency (%)
?	39152	50.1%
.	38943	49.9%

Dash Punctuation

Value	Count	Frequency (%)
-	5935	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	664385	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	64061	9.6%
2	59575	9.0%
7	58505	8.8%
5	58441	8.8%
8	58269	8.8%
6	58118	8.7%
4	57353	8.6%
3	57135	8.6%
9	56461	8.5%
0	52437	7.9%
Other values (3)	84030	12.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	664385	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	64061	9.6%
2	59575	9.0%
7	58505	8.8%
5	58441	8.8%
8	58269	8.8%
6	58118	8.7%
4	57353	8.6%
3	57135	8.6%
9	56461	8.5%
0	52437	7.9%
Other values (3)	84030	12.6%

Y7
Categorical

HIGH CARDINALITY

Distinct	38944
Distinct (%)	49.9%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	39152
68.4080745074578	2
10.7888882722269	1
95.8534381622457	1
143.837117061038	1
Other values (38939)	38939

Length

Max length	21
Median length	1
Mean length	8.438024995
Min length	1

Characters and Unicode

Total characters	658976
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38942 ?
Unique (%)	49.9%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	39152	50.1%
68.4080745074578	2	< 0.1%
10.7888882722269	1	< 0.1%
95.8534381622457	1	< 0.1%
143.837117061038	1	< 0.1%
33.5127580206469	1	< 0.1%
10.6134236377188	1	< 0.1%
10.677982853155	1	< 0.1%
10.7016374242206	1	< 0.1%
95.8918178179915	1	< 0.1%
Other values (38934)	38934	49.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	39152	50.1%
68.4080745074578	2	< 0.1%
10.7888882722269	1	< 0.1%
95.8534381622457	1	< 0.1%
143.837117061038	1	< 0.1%
33.5127580206469	1	< 0.1%
10.6134236377188	1	< 0.1%
10.677982853155	1	< 0.1%
10.7016374242206	1	< 0.1%
95.8918178179915	1	< 0.1%
Other values (38934)	38934	49.9%

Most occurring characters

Value	Count	Frequency (%)
1	71254	10.8%
9	58789	8.9%
3	58220	8.8%
8	57598	8.7%
2	57479	8.7%
4	57465	8.7%
5	56324	8.5%
7	55517	8.4%
6	54406	8.3%
0	52970	8.0%
Other values (3)	78954	12.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	580022	88.0%
Other Punctuation	78095	11.9%
Dash Punctuation	859	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	71254	12.3%
9	58789	10.1%
3	58220	10.0%
8	57598	9.9%
2	57479	9.9%
4	57465	9.9%
5	56324	9.7%
7	55517	9.6%
6	54406	9.4%
0	52970	9.1%

Other Punctuation

Value	Count	Frequency (%)
?	39152	50.1%
.	38943	49.9%

Dash Punctuation

Value	Count	Frequency (%)
-	859	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	658976	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	71254	10.8%
9	58789	8.9%
3	58220	8.8%
8	57598	8.7%
2	57479	8.7%
4	57465	8.7%
5	56324	8.5%
7	55517	8.4%
6	54406	8.3%
0	52970	8.0%
Other values (3)	78954	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	658976	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	71254	10.8%
9	58789	8.9%
3	58220	8.8%
8	57598	8.7%
2	57479	8.7%
4	57465	8.7%
5	56324	8.5%
7	55517	8.4%
6	54406	8.3%
0	52970	8.0%
Other values (3)	78954	12.0%

Z7
Categorical

HIGH CARDINALITY

Distinct	38944
Distinct (%)	49.9%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	39152
52.9262198038884	2
-49.4095486841017	1
-11.6654461652288	1
7.10437002104889	1
Other values (38939)	38939

Length

Max length	20
Median length	1
Mean length	8.779540565
Min length	1

Characters and Unicode

Total characters	685647
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	38942 ?
Unique (%)	49.9%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	39152	50.1%
52.9262198038884	2	< 0.1%
-49.4095486841017	1	< 0.1%
-11.6654461652288	1	< 0.1%
7.10437002104889	1	< 0.1%
-46.8983225856284	1	< 0.1%
-49.3936299101849	1	< 0.1%
-49.3001213803194	1	< 0.1%
-49.4201277571404	1	< 0.1%
-11.5390941488682	1	< 0.1%
Other values (38934)	38934	49.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	39152	50.1%
52.9262198038884	2	< 0.1%
49.4095486841017	1	< 0.1%
11.6654461652288	1	< 0.1%
7.10437002104889	1	< 0.1%
46.8983225856284	1	< 0.1%
49.3936299101849	1	< 0.1%
49.3001213803194	1	< 0.1%
49.4201277571404	1	< 0.1%
11.5390941488682	1	< 0.1%
Other values (38934)	38934	49.9%

Most occurring characters

Value	Count	Frequency (%)
1	63751	9.3%
2	62368	9.1%
4	59729	8.7%
3	59255	8.6%
5	58033	8.5%
6	57212	8.3%
7	57067	8.3%
8	56300	8.2%
9	55592	8.1%
0	51514	7.5%
Other values (3)	104826	15.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	580821	84.7%
Other Punctuation	78095	11.4%
Dash Punctuation	26731	3.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	63751	11.0%
2	62368	10.7%
4	59729	10.3%
3	59255	10.2%
5	58033	10.0%
6	57212	9.9%
7	57067	9.8%
8	56300	9.7%
9	55592	9.6%
0	51514	8.9%

Other Punctuation

Value	Count	Frequency (%)
?	39152	50.1%
.	38943	49.9%

Dash Punctuation

Value	Count	Frequency (%)
-	26731	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	685647	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	63751	9.3%
2	62368	9.1%
4	59729	8.7%
3	59255	8.6%
5	58033	8.5%
6	57212	8.3%
7	57067	8.3%
8	56300	8.2%
9	55592	8.1%
0	51514	7.5%
Other values (3)	104826	15.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	685647	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	63751	9.3%
2	62368	9.1%
4	59729	8.7%
3	59255	8.6%
5	58033	8.5%
6	57212	8.3%
7	57067	8.3%
8	56300	8.2%
9	55592	8.1%
0	51514	7.5%
Other values (3)	104826	15.3%

X8
Categorical

HIGH CARDINALITY

Distinct	30563
Distinct (%)	39.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	47532
13.7982341188599	2
78.9698252731303	2
0	1
4.22269789279762	1
Other values (30558)	30558

Length

Max length	19
Median length	1
Mean length	6.888291334
Min length	1

Characters and Unicode

Total characters	537948
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	30560 ?
Unique (%)	39.1%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	47532	60.9%
13.7982341188599	2	< 0.1%
78.9698252731303	2	< 0.1%
0	1	< 0.1%
4.22269789279762	1	< 0.1%
-4.34175849378233	1	< 0.1%
-4.21124204728999	1	< 0.1%
-4.07884657398539	1	< 0.1%
85.2967821287904	1	< 0.1%
-3.80878425609929	1	< 0.1%
Other values (30553)	30553	39.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	47532	60.9%
13.7982341188599	2	< 0.1%
78.9698252731303	2	< 0.1%
0	1	< 0.1%
4.22269789279762	1	< 0.1%
4.34175849378233	1	< 0.1%
4.21124204728999	1	< 0.1%
4.07884657398539	1	< 0.1%
85.2967821287904	1	< 0.1%
3.80878425609929	1	< 0.1%
Other values (30553)	30553	39.1%

Most occurring characters

Value	Count	Frequency (%)
1	48775	9.1%
?	47532	8.8%
8	46626	8.7%
6	46518	8.6%
2	46252	8.6%
7	45873	8.5%
3	45357	8.4%
5	44922	8.4%
4	44889	8.3%
9	44759	8.3%
Other values (3)	76445	14.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	455391	84.7%
Other Punctuation	78095	14.5%
Dash Punctuation	4462	0.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	48775	10.7%
8	46626	10.2%
6	46518	10.2%
2	46252	10.2%
7	45873	10.1%
3	45357	10.0%
5	44922	9.9%
4	44889	9.9%
9	44759	9.8%
0	41420	9.1%

Other Punctuation

Value	Count	Frequency (%)
?	47532	60.9%
.	30563	39.1%

Dash Punctuation

Value	Count	Frequency (%)
-	4462	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	537948	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	48775	9.1%
?	47532	8.8%
8	46626	8.7%
6	46518	8.6%
2	46252	8.6%
7	45873	8.5%
3	45357	8.4%
5	44922	8.4%
4	44889	8.3%
9	44759	8.3%
Other values (3)	76445	14.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	537948	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	48775	9.1%
?	47532	8.8%
8	46626	8.7%
6	46518	8.6%
2	46252	8.6%
7	45873	8.5%
3	45357	8.4%
5	44922	8.4%
4	44889	8.3%
9	44759	8.3%
Other values (3)	76445	14.2%

Y8
Categorical

HIGH CARDINALITY

Distinct	30563
Distinct (%)	39.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	47532
146.527510097484	2
92.3883424118537	2
0	1
130.488436813894	1
Other values (30558)	30558

Length

Max length	20
Median length	1
Mean length	6.827840094
Min length	1

Characters and Unicode

Total characters	533227
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	30560 ?
Unique (%)	39.1%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	47532	60.9%
146.527510097484	2	< 0.1%
92.3883424118537	2	< 0.1%
0	1	< 0.1%
130.488436813894	1	< 0.1%
92.6269407178814	1	< 0.1%
92.6223017952659	1	< 0.1%
92.6255486202587	1	< 0.1%
33.3690381770695	1	< 0.1%
92.6496519793604	1	< 0.1%
Other values (30553)	30553	39.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	47532	60.9%
146.527510097484	2	< 0.1%
92.3883424118537	2	< 0.1%
0	1	< 0.1%
130.488436813894	1	< 0.1%
92.6269407178814	1	< 0.1%
92.6223017952659	1	< 0.1%
92.6255486202587	1	< 0.1%
33.3690381770695	1	< 0.1%
92.6496519793604	1	< 0.1%
Other values (30553)	30553	39.1%

Most occurring characters

Value	Count	Frequency (%)
1	55472	10.4%
?	47532	8.9%
3	46177	8.7%
9	45650	8.6%
4	45505	8.5%
8	44996	8.4%
2	44757	8.4%
5	44471	8.3%
7	43384	8.1%
6	43298	8.1%
Other values (3)	71985	13.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	455076	85.3%
Other Punctuation	78095	14.6%
Dash Punctuation	56	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	55472	12.2%
3	46177	10.1%
9	45650	10.0%
4	45505	10.0%
8	44996	9.9%
2	44757	9.8%
5	44471	9.8%
7	43384	9.5%
6	43298	9.5%
0	41366	9.1%

Other Punctuation

Value	Count	Frequency (%)
?	47532	60.9%
.	30563	39.1%

Dash Punctuation

Value	Count	Frequency (%)
-	56	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	533227	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	55472	10.4%
?	47532	8.9%
3	46177	8.7%
9	45650	8.6%
4	45505	8.5%
8	44996	8.4%
2	44757	8.4%
5	44471	8.3%
7	43384	8.1%
6	43298	8.1%
Other values (3)	71985	13.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	533227	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	55472	10.4%
?	47532	8.9%
3	46177	8.7%
9	45650	8.6%
4	45505	8.5%
8	44996	8.4%
2	44757	8.4%
5	44471	8.3%
7	43384	8.1%
6	43298	8.1%
Other values (3)	71985	13.5%

Z8
Categorical

HIGH CARDINALITY

Distinct	30563
Distinct (%)	39.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	47532
-26.1321290969268	2
-23.6332487422053	2
0	1
2.61576251372805	1
Other values (30558)	30558

Length

Max length	20
Median length	1
Mean length	7.107034931
Min length	1

Characters and Unicode

Total characters	555031
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	30560 ?
Unique (%)	39.1%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	47532	60.9%
-26.1321290969268	2	< 0.1%
-23.6332487422053	2	< 0.1%
0	1	< 0.1%
2.61576251372805	1	< 0.1%
-0.565116917070197	1	< 0.1%
-0.576697274034418	1	< 0.1%
-0.607004373097491	1	< 0.1%
-47.6639646579521	1	< 0.1%
-0.0708167300357356	1	< 0.1%
Other values (30553)	30553	39.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	47532	60.9%
26.1321290969268	2	< 0.1%
23.6332487422053	2	< 0.1%
0	1	< 0.1%
2.61576251372805	1	< 0.1%
0.565116917070197	1	< 0.1%
0.576697274034418	1	< 0.1%
0.607004373097491	1	< 0.1%
47.6639646579521	1	< 0.1%
0.0708167300357356	1	< 0.1%
Other values (30553)	30553	39.1%

Most occurring characters

Value	Count	Frequency (%)
1	49919	9.0%
2	48513	8.7%
?	47532	8.6%
3	46653	8.4%
4	46272	8.3%
5	45847	8.3%
7	45157	8.1%
6	44849	8.1%
8	44719	8.1%
9	43525	7.8%
Other values (3)	92045	16.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	455662	82.1%
Other Punctuation	78095	14.1%
Dash Punctuation	21274	3.8%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	49919	11.0%
2	48513	10.6%
3	46653	10.2%
4	46272	10.2%
5	45847	10.1%
7	45157	9.9%
6	44849	9.8%
8	44719	9.8%
9	43525	9.6%
0	40208	8.8%

Other Punctuation

Value	Count	Frequency (%)
?	47532	60.9%
.	30563	39.1%

Dash Punctuation

Value	Count	Frequency (%)
-	21274	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	555031	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	49919	9.0%
2	48513	8.7%
?	47532	8.6%
3	46653	8.4%
4	46272	8.3%
5	45847	8.3%
7	45157	8.1%
6	44849	8.1%
8	44719	8.1%
9	43525	7.8%
Other values (3)	92045	16.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	555031	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	49919	9.0%
2	48513	8.7%
?	47532	8.6%
3	46653	8.4%
4	46272	8.3%
5	45847	8.3%
7	45157	8.1%
6	44849	8.1%
8	44719	8.1%
9	43525	7.8%
Other values (3)	92045	16.6%

X9
Categorical

HIGH CARDINALITY

Distinct	23969
Distinct (%)	30.7%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	54128
82.5186179394793	1
57.8859825192586	1
111.219492017796	1
59.0092930737533	1
Other values (23964)	23964

Length

Max length	20
Median length	1
Mean length	5.610389777
Min length	1

Characters and Unicode

Total characters	438149
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23968 ?
Unique (%)	30.7%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	54128	69.3%
82.5186179394793	1	< 0.1%
57.8859825192586	1	< 0.1%
111.219492017796	1	< 0.1%
59.0092930737533	1	< 0.1%
58.9822779722393	1	< 0.1%
71.9994336746061	1	< 0.1%
58.5797900199168	1	< 0.1%
58.4902899587294	1	< 0.1%
19.4772948477265	1	< 0.1%
Other values (23959)	23959	30.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	54128	69.3%
82.5186179394793	1	< 0.1%
57.8859825192586	1	< 0.1%
111.219492017796	1	< 0.1%
59.0092930737533	1	< 0.1%
58.9822779722393	1	< 0.1%
71.9994336746061	1	< 0.1%
58.5797900199168	1	< 0.1%
58.4902899587294	1	< 0.1%
19.4772948477265	1	< 0.1%
Other values (23959)	23959	30.7%

Most occurring characters

Value	Count	Frequency (%)
?	54128	12.4%
1	38912	8.9%
8	36786	8.4%
6	36631	8.4%
7	36088	8.2%
3	35733	8.2%
2	35345	8.1%
4	34998	8.0%
5	34877	8.0%
9	34683	7.9%
Other values (3)	59968	13.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	357022	81.5%
Other Punctuation	78095	17.8%
Dash Punctuation	3032	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	38912	10.9%
8	36786	10.3%
6	36631	10.3%
7	36088	10.1%
3	35733	10.0%
2	35345	9.9%
4	34998	9.8%
5	34877	9.8%
9	34683	9.7%
0	32969	9.2%

Other Punctuation

Value	Count	Frequency (%)
?	54128	69.3%
.	23967	30.7%

Dash Punctuation

Value	Count	Frequency (%)
-	3032	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	438149	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
?	54128	12.4%
1	38912	8.9%
8	36786	8.4%
6	36631	8.4%
7	36088	8.2%
3	35733	8.2%
2	35345	8.1%
4	34998	8.0%
5	34877	8.0%
9	34683	7.9%
Other values (3)	59968	13.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	438149	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
?	54128	12.4%
1	38912	8.9%
8	36786	8.4%
6	36631	8.4%
7	36088	8.2%
3	35733	8.2%
2	35345	8.1%
4	34998	8.0%
5	34877	8.0%
9	34683	7.9%
Other values (3)	59968	13.7%

Y9
Categorical

HIGH CARDINALITY

Distinct	23969
Distinct (%)	30.7%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	54128
132.005679813232	1
145.952177146186	1
43.9686789745966	1
145.557191610617	1
Other values (23964)	23964

Length

Max length	17
Median length	1
Mean length	5.571207232
Min length	1

Characters and Unicode

Total characters	435089
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23968 ?
Unique (%)	30.7%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	54128	69.3%
132.005679813232	1	< 0.1%
145.952177146186	1	< 0.1%
43.9686789745966	1	< 0.1%
145.557191610617	1	< 0.1%
145.581961251061	1	< 0.1%
11.7319133811541	1	< 0.1%
145.69998341729	1	< 0.1%
145.616129297374	1	< 0.1%
142.187472541811	1	< 0.1%
Other values (23959)	23959	30.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	54128	69.3%
132.005679813232	1	< 0.1%
145.952177146186	1	< 0.1%
43.9686789745966	1	< 0.1%
145.557191610617	1	< 0.1%
145.581961251061	1	< 0.1%
11.7319133811541	1	< 0.1%
145.69998341729	1	< 0.1%
145.616129297374	1	< 0.1%
142.187472541811	1	< 0.1%
Other values (23959)	23959	30.7%

Most occurring characters

Value	Count	Frequency (%)
?	54128	12.4%
1	42798	9.8%
4	36490	8.4%
3	36297	8.3%
9	35403	8.1%
2	35353	8.1%
5	35136	8.1%
8	34691	8.0%
7	34523	7.9%
6	33717	7.7%
Other values (3)	56553	13.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	356966	82.0%
Other Punctuation	78095	17.9%
Dash Punctuation	28	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	42798	12.0%
4	36490	10.2%
3	36297	10.2%
9	35403	9.9%
2	35353	9.9%
5	35136	9.8%
8	34691	9.7%
7	34523	9.7%
6	33717	9.4%
0	32558	9.1%

Other Punctuation

Value	Count	Frequency (%)
?	54128	69.3%
.	23967	30.7%

Dash Punctuation

Value	Count	Frequency (%)
-	28	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	435089	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
?	54128	12.4%
1	42798	9.8%
4	36490	8.4%
3	36297	8.3%
9	35403	8.1%
2	35353	8.1%
5	35136	8.1%
8	34691	8.0%
7	34523	7.9%
6	33717	7.7%
Other values (3)	56553	13.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	435089	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
?	54128	12.4%
1	42798	9.8%
4	36490	8.4%
3	36297	8.3%
9	35403	8.1%
2	35353	8.1%
5	35136	8.1%
8	34691	8.0%
7	34523	7.9%
6	33717	7.7%
Other values (3)	56553	13.0%

Z9
Categorical

HIGH CARDINALITY

Distinct	23969
Distinct (%)	30.7%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	54128
-8.56945378061921	1
15.4318064856192	1
-58.7974819650175	1
15.5413043164263	1
Other values (23964)	23964

Length

Max length	20
Median length	1
Mean length	5.799067814
Min length	1

Characters and Unicode

Total characters	452884
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	23968 ?
Unique (%)	30.7%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	54128	69.3%
-8.56945378061921	1	< 0.1%
15.4318064856192	1	< 0.1%
-58.7974819650175	1	< 0.1%
15.5413043164263	1	< 0.1%
15.496054562967	1	< 0.1%
-53.6554807279968	1	< 0.1%
15.1494727625968	1	< 0.1%
15.3004855298731	1	< 0.1%
24.5118463586034	1	< 0.1%
Other values (23959)	23959	30.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	54128	69.3%
8.56945378061921	1	< 0.1%
15.4318064856192	1	< 0.1%
58.7974819650175	1	< 0.1%
15.5413043164263	1	< 0.1%
15.496054562967	1	< 0.1%
53.6554807279968	1	< 0.1%
15.1494727625968	1	< 0.1%
15.3004855298731	1	< 0.1%
24.5118463586034	1	< 0.1%
Other values (23959)	23959	30.7%

Most occurring characters

Value	Count	Frequency (%)
?	54128	12.0%
1	38269	8.5%
2	37978	8.4%
4	36618	8.1%
5	36363	8.0%
3	36128	8.0%
7	35909	7.9%
6	35592	7.9%
8	35219	7.8%
9	33753	7.5%
Other values (3)	72927	16.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	357345	78.9%
Other Punctuation	78095	17.2%
Dash Punctuation	17444	3.9%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	38269	10.7%
2	37978	10.6%
4	36618	10.2%
5	36363	10.2%
3	36128	10.1%
7	35909	10.0%
6	35592	10.0%
8	35219	9.9%
9	33753	9.4%
0	31516	8.8%

Other Punctuation

Value	Count	Frequency (%)
?	54128	69.3%
.	23967	30.7%

Dash Punctuation

Value	Count	Frequency (%)
-	17444	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	452884	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
?	54128	12.0%
1	38269	8.5%
2	37978	8.4%
4	36618	8.1%
5	36363	8.0%
3	36128	8.0%
7	35909	7.9%
6	35592	7.9%
8	35219	7.8%
9	33753	7.5%
Other values (3)	72927	16.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	452884	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
?	54128	12.0%
1	38269	8.5%
2	37978	8.4%
4	36618	8.1%
5	36363	8.0%
3	36128	8.0%
7	35909	7.9%
6	35592	7.9%
8	35219	7.8%
9	33753	7.5%
Other values (3)	72927	16.1%

X10
Categorical

HIGH CARDINALITY

Distinct	14754
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	63343
68.0217323550982	1
-7.78173570091604	1
-7.51672271571658	1
-6.66363274225354	1
Other values (14749)	14749

Length

Max length	20
Median length	1
Mean length	3.839249129
Min length	1

Characters and Unicode

Total characters	299830
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14753 ?
Unique (%)	18.9%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	63343	81.1%
68.0217323550982	1	< 0.1%
-7.78173570091604	1	< 0.1%
-7.51672271571658	1	< 0.1%
-6.66363274225354	1	< 0.1%
-6.5844946365838	1	< 0.1%
71.6044391616308	1	< 0.1%
70.7045983957034	1	< 0.1%
21.012843107676	1	< 0.1%
21.1623861106235	1	< 0.1%
Other values (14744)	14744	18.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	63343	81.1%
68.0217323550982	1	< 0.1%
7.78173570091604	1	< 0.1%
7.51672271571658	1	< 0.1%
6.66363274225354	1	< 0.1%
6.5844946365838	1	< 0.1%
71.6044391616308	1	< 0.1%
70.7045983957034	1	< 0.1%
21.012843107676	1	< 0.1%
21.1623861106235	1	< 0.1%
Other values (14744)	14744	18.9%

Most occurring characters

Value	Count	Frequency (%)
?	63343	21.1%
1	24406	8.1%
6	23346	7.8%
8	22168	7.4%
3	22053	7.4%
5	21787	7.3%
7	21676	7.2%
4	21438	7.2%
2	21366	7.1%
9	21038	7.0%
Other values (3)	37209	12.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	219816	73.3%
Other Punctuation	78095	26.0%
Dash Punctuation	1919	0.6%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	24406	11.1%
6	23346	10.6%
8	22168	10.1%
3	22053	10.0%
5	21787	9.9%
7	21676	9.9%
4	21438	9.8%
2	21366	9.7%
9	21038	9.6%
0	20538	9.3%

Other Punctuation

Value	Count	Frequency (%)
?	63343	81.1%
.	14752	18.9%

Dash Punctuation

Value	Count	Frequency (%)
-	1919	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	299830	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
?	63343	21.1%
1	24406	8.1%
6	23346	7.8%
8	22168	7.4%
3	22053	7.4%
5	21787	7.3%
7	21676	7.2%
4	21438	7.2%
2	21366	7.1%
9	21038	7.0%
Other values (3)	37209	12.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	299830	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
?	63343	21.1%
1	24406	8.1%
6	23346	7.8%
8	22168	7.4%
3	22053	7.4%
5	21787	7.3%
7	21676	7.2%
4	21438	7.2%
2	21366	7.1%
9	21038	7.0%
Other values (3)	37209	12.4%

Y10
Categorical

HIGH CARDINALITY

Distinct	14754
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	63343
96.0203917458069	1
92.8959821759129	1
92.874392350055	1
92.8305816076823	1
Other values (14749)	14749

Length

Max length	18
Median length	1
Mean length	3.812320733
Min length	1

Characters and Unicode

Total characters	297727
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14753 ?
Unique (%)	18.9%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	63343	81.1%
96.0203917458069	1	< 0.1%
92.8959821759129	1	< 0.1%
92.874392350055	1	< 0.1%
92.8305816076823	1	< 0.1%
92.8345820595973	1	< 0.1%
10.9018717365863	1	< 0.1%
10.9533610923699	1	< 0.1%
97.7863070944363	1	< 0.1%
97.7776418342309	1	< 0.1%
Other values (14744)	14744	18.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	63343	81.1%
96.0203917458069	1	< 0.1%
92.8959821759129	1	< 0.1%
92.874392350055	1	< 0.1%
92.8305816076823	1	< 0.1%
92.8345820595973	1	< 0.1%
10.9018717365863	1	< 0.1%
10.9533610923699	1	< 0.1%
97.7863070944363	1	< 0.1%
97.7776418342309	1	< 0.1%
Other values (14744)	14744	18.9%

Most occurring characters

Value	Count	Frequency (%)
?	63343	21.3%
1	25875	8.7%
3	22678	7.6%
8	22052	7.4%
9	21920	7.4%
4	21808	7.3%
7	21806	7.3%
5	21792	7.3%
2	21527	7.2%
6	20530	6.9%
Other values (3)	34396	11.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	219613	73.8%
Other Punctuation	78095	26.2%
Dash Punctuation	19	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	25875	11.8%
3	22678	10.3%
8	22052	10.0%
9	21920	10.0%
4	21808	9.9%
7	21806	9.9%
5	21792	9.9%
2	21527	9.8%
6	20530	9.3%
0	19625	8.9%

Other Punctuation

Value	Count	Frequency (%)
?	63343	81.1%
.	14752	18.9%

Dash Punctuation

Value	Count	Frequency (%)
-	19	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	297727	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
?	63343	21.3%
1	25875	8.7%
3	22678	7.6%
8	22052	7.4%
9	21920	7.4%
4	21808	7.3%
7	21806	7.3%
5	21792	7.3%
2	21527	7.2%
6	20530	6.9%
Other values (3)	34396	11.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	297727	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
?	63343	21.3%
1	25875	8.7%
3	22678	7.6%
8	22052	7.4%
9	21920	7.4%
4	21808	7.3%
7	21806	7.3%
5	21792	7.3%
2	21527	7.2%
6	20530	6.9%
Other values (3)	34396	11.6%

Z10
Categorical

HIGH CARDINALITY

Distinct	14754
Distinct (%)	18.9%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	63343
-11.669691780653	1
-0.649320721902374	1
-0.433422809872846	1
-0.049743270911728	1
Other values (14749)	14749

Length

Max length	20
Median length	1
Mean length	3.948819402
Min length	1

Characters and Unicode

Total characters	308387
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14753 ?
Unique (%)	18.9%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	63343	81.1%
-11.669691780653	1	< 0.1%
-0.649320721902374	1	< 0.1%
-0.433422809872846	1	< 0.1%
-0.049743270911728	1	< 0.1%
-0.125721209965477	1	< 0.1%
-49.0984253442836	1	< 0.1%
-49.4977163886726	1	< 0.1%
-0.660040129863011	1	< 0.1%
-0.806760402981329	1	< 0.1%
Other values (14744)	14744	18.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	63343	81.1%
11.669691780653	1	< 0.1%
0.649320721902374	1	< 0.1%
0.433422809872846	1	< 0.1%
0.049743270911728	1	< 0.1%
0.125721209965477	1	< 0.1%
49.0984253442836	1	< 0.1%
49.4977163886726	1	< 0.1%
0.660040129863011	1	< 0.1%
0.806760402981329	1	< 0.1%
Other values (14744)	14744	18.9%

Most occurring characters

Value	Count	Frequency (%)
?	63343	20.5%
1	23177	7.5%
7	22744	7.4%
2	22729	7.4%
3	22414	7.3%
8	22370	7.3%
5	22196	7.2%
4	22069	7.2%
6	21968	7.1%
9	20755	6.7%
Other values (3)	44622	14.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	220047	71.4%
Other Punctuation	78095	25.3%
Dash Punctuation	10245	3.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	23177	10.5%
7	22744	10.3%
2	22729	10.3%
3	22414	10.2%
8	22370	10.2%
5	22196	10.1%
4	22069	10.0%
6	21968	10.0%
9	20755	9.4%
0	19625	8.9%

Other Punctuation

Value	Count	Frequency (%)
?	63343	81.1%
.	14752	18.9%

Dash Punctuation

Value	Count	Frequency (%)
-	10245	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	308387	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
?	63343	20.5%
1	23177	7.5%
7	22744	7.4%
2	22729	7.4%
3	22414	7.3%
8	22370	7.3%
5	22196	7.2%
4	22069	7.2%
6	21968	7.1%
9	20755	6.7%
Other values (3)	44622	14.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	308387	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
?	63343	20.5%
1	23177	7.5%
7	22744	7.4%
2	22729	7.4%
3	22414	7.3%
8	22370	7.3%
5	22196	7.2%
4	22069	7.2%
6	21968	7.1%
9	20755	6.7%
Other values (3)	44622	14.5%

X11
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	78064
-6.9728851033097	1
-63.121001157804	1
-48.9705031160944	1
-47.3056686828518	1
Other values (28)	28

Length

Max length	17
Median length	1
Mean length	1.006133477
Min length	1

Characters and Unicode

Total characters	78575
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	32 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	78064	> 99.9%
-6.9728851033097	1	< 0.1%
-63.121001157804	1	< 0.1%
-48.9705031160944	1	< 0.1%
-47.3056686828518	1	< 0.1%
-48.454737339696	1	< 0.1%
-47.4989886070089	1	< 0.1%
23.7751773846233	1	< 0.1%
0	1	< 0.1%
-63.28912036944	1	< 0.1%
Other values (23)	23	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	78064	> 99.9%
6.9728851033097	1	< 0.1%
63.121001157804	1	< 0.1%
48.9705031160944	1	< 0.1%
47.3056686828518	1	< 0.1%
48.454737339696	1	< 0.1%
47.4989886070089	1	< 0.1%
23.7751773846233	1	< 0.1%
0	1	< 0.1%
63.28912036944	1	< 0.1%
Other values (23)	23	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
?	78064	99.3%
4	58	0.1%
6	55	0.1%
8	49	0.1%
9	48	0.1%
3	47	0.1%
7	47	0.1%
1	42	0.1%
5	41	0.1%
2	37	< 0.1%
Other values (3)	87	0.1%

Most occurring categories

Value	Count	Frequency (%)
Other Punctuation	78095	99.4%
Decimal Number	457	0.6%
Dash Punctuation	23	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	58	12.7%
6	55	12.0%
8	49	10.7%
9	48	10.5%
3	47	10.3%
7	47	10.3%
1	42	9.2%
5	41	9.0%
2	37	8.1%
0	33	7.2%

Other Punctuation

Value	Count	Frequency (%)
?	78064	> 99.9%
.	31	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78575	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
?	78064	99.3%
4	58	0.1%
6	55	0.1%
8	49	0.1%
9	48	0.1%
3	47	0.1%
7	47	0.1%
1	42	0.1%
5	41	0.1%
2	37	< 0.1%
Other values (3)	87	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78575	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
?	78064	99.3%
4	58	0.1%
6	55	0.1%
8	49	0.1%
9	48	0.1%
3	47	0.1%
7	47	0.1%
1	42	0.1%
5	41	0.1%
2	37	< 0.1%
Other values (3)	87	0.1%

Y11
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	78064
-21.8420931891443	1
28.9722746932247	1
38.9380997909788	1
41.0216992158116	1
Other values (28)	28

Length

Max length	17
Median length	1
Mean length	1.006018234
Min length	1

Characters and Unicode

Total characters	78566
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	32 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	78064	> 99.9%
-21.8420931891443	1	< 0.1%
28.9722746932247	1	< 0.1%
38.9380997909788	1	< 0.1%
41.0216992158116	1	< 0.1%
39.5521983607328	1	< 0.1%
40.5739231599419	1	< 0.1%
-65.4321430939192	1	< 0.1%
0	1	< 0.1%
28.4748391256357	1	< 0.1%
Other values (23)	23	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	78064	> 99.9%
21.8420931891443	1	< 0.1%
28.9722746932247	1	< 0.1%
38.9380997909788	1	< 0.1%
41.0216992158116	1	< 0.1%
39.5521983607328	1	< 0.1%
40.5739231599419	1	< 0.1%
65.4321430939192	1	< 0.1%
0	1	< 0.1%
28.4748391256357	1	< 0.1%
Other values (23)	23	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
?	78064	99.4%
2	55	0.1%
1	54	0.1%
9	53	0.1%
7	51	0.1%
3	49	0.1%
8	46	0.1%
4	45	0.1%
5	42	0.1%
6	38	< 0.1%
Other values (3)	69	0.1%

Most occurring categories

Value	Count	Frequency (%)
Other Punctuation	78095	99.4%
Decimal Number	465	0.6%
Dash Punctuation	6	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	55	11.8%
1	54	11.6%
9	53	11.4%
7	51	11.0%
3	49	10.5%
8	46	9.9%
4	45	9.7%
5	42	9.0%
6	38	8.2%
0	32	6.9%

Other Punctuation

Value	Count	Frequency (%)
?	78064	> 99.9%
.	31	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78566	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
?	78064	99.4%
2	55	0.1%
1	54	0.1%
9	53	0.1%
7	51	0.1%
3	49	0.1%
8	46	0.1%
4	45	0.1%
5	42	0.1%
6	38	< 0.1%
Other values (3)	69	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78566	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
?	78064	99.4%
2	55	0.1%
1	54	0.1%
9	53	0.1%
7	51	0.1%
3	49	0.1%
8	46	0.1%
4	45	0.1%
5	42	0.1%
6	38	< 0.1%
Other values (3)	69	0.1%

Z11
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	33
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	610.2 KiB

?	78064
-6.36681563499585	1
15.0070913220952	1
13.0668262962117	1
10.9171233250392	1
Other values (28)	28

Length

Max length	17
Median length	1
Mean length	1.006043843
Min length	1

Characters and Unicode

Total characters	78568
Distinct characters	13
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	32 ?
Unique (%)	< 0.1%

Sample

1st row	0
2nd row	?
3rd row	?
4th row	?
5th row	?

Common Values

Value	Count	Frequency (%)
?	78064	> 99.9%
-6.36681563499585	1	< 0.1%
15.0070913220952	1	< 0.1%
13.0668262962117	1	< 0.1%
10.9171233250392	1	< 0.1%
12.3100469257058	1	< 0.1%
11.4166971277884	1	< 0.1%
-8.95775247930891	1	< 0.1%
0	1	< 0.1%
15.2570709661483	1	< 0.1%
Other values (23)	23	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
	78064	> 99.9%
6.36681563499585	1	< 0.1%
15.0070913220952	1	< 0.1%
13.0668262962117	1	< 0.1%
10.9171233250392	1	< 0.1%
12.3100469257058	1	< 0.1%
11.4166971277884	1	< 0.1%
8.95775247930891	1	< 0.1%
0	1	< 0.1%
15.2570709661483	1	< 0.1%
Other values (23)	23	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
?	78064	99.4%
1	66	0.1%
2	55	0.1%
9	48	0.1%
5	46	0.1%
6	44	0.1%
3	43	0.1%
0	42	0.1%
8	42	0.1%
4	40	0.1%
Other values (3)	78	0.1%

Most occurring categories

Value	Count	Frequency (%)
Other Punctuation	78095	99.4%
Decimal Number	464	0.6%
Dash Punctuation	9	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	66	14.2%
2	55	11.9%
9	48	10.3%
5	46	9.9%
6	44	9.5%
3	43	9.3%
0	42	9.1%
8	42	9.1%
4	40	8.6%
7	38	8.2%

Other Punctuation

Value	Count	Frequency (%)
?	78064	> 99.9%
.	31	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	78568	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
?	78064	99.4%
1	66	0.1%
2	55	0.1%
9	48	0.1%
5	46	0.1%
6	44	0.1%
3	43	0.1%
0	42	0.1%
8	42	0.1%
4	40	0.1%
Other values (3)	78	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78568	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
?	78064	99.4%
1	66	0.1%
2	55	0.1%
9	48	0.1%
5	46	0.1%
6	44	0.1%
3	43	0.1%
0	42	0.1%
8	42	0.1%
4	40	0.1%
Other values (3)	78	0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	Class	X0	Y0	Z0	X1	Y1	Z1	X2	Y2	Z2	X3	Y3	Z3	X4	Y4	Z4	X5	Y5	Z5	X6	Y6	Z6	X7	Y7	Z7	X8	Y8	Z8	X9	Y9	Z9	X10	Y10	Z10	X11	Y11	Z11
0	0	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0.000000	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1	1	54.263880	71.466776	-64.807709	76.895635	42.462500	-72.780545	36.621229	81.680557	-52.919272	85.2322638852917	67.7492195028673	-73.684130041833	59.1885757027887	10.6789364098231	-71.2977813147725	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?
2	1	56.527558	72.266609	-61.935252	39.135978	82.538530	-49.596509	79.223743	43.254091	-69.982489	87.4508729469625	68.4008083028339	-70.703990925959	61.5874515532753	11.7799190329758	-68.827417756239	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?
3	1	55.849928	72.469064	-62.562788	37.988804	82.631347	-50.606259	78.451526	43.567403	-70.658489	86.8353875680762	68.9079249764243	-71.1383441365739	61.6864271910576	11.7934398850428	-68.88931646056	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?
4	1	55.329647	71.707275	-63.688956	36.561863	81.868749	-52.752784	86.320630	68.214645	-72.228461	61.5961571288978	11.2506481750465	-68.9564252307431	77.3872254123912	42.7178334810919	-72.0151462991019	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?
5	1	55.142401	71.435607	-64.177303	36.175818	81.556874	-53.475747	76.986143	42.426849	-72.574743	86.3687480605765	67.9012603746826	-72.4446499648169	61.2754021959714	10.8411094568665	-69.2799064015993	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?
6	1	55.581184	71.641201	-63.703137	34.850565	81.352041	-54.747443	77.078512	42.548245	-72.485489	86.8513316833029	68.0118361327612	-71.9099377306975	61.8568469649144	10.851973378857	-68.8537517321284	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?
7	1	34.522824	81.457317	-54.900995	55.827687	71.878788	-63.194368	86.902653	68.312680	-71.642074	61.829526515944	11.0149780917446	-68.9587962907051	76.9545074160398	42.7346392143395	-72.500618925002	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?
8	1	61.621550	10.968187	-69.134037	32.678173	81.172874	-56.994362	86.732368	68.308089	-71.834003	76.8291921744393	42.7382282883737	-72.6301463414381	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?
9	1	61.401356	11.014961	-69.379418	32.527643	81.127660	-57.092473	86.421066	68.405649	-72.122161	77.1465460607168	42.8279620708044	-72.2614789078606	55.6097082004233	72.0741963345598	-63.1884658182293	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?	?

Last rows

	Class	User	X0	Y0	Z0	X1	Y1	Z1	X2	Y2	Z2	X3	Y3	Z3	X4	Y4	Z4	X5	Y5	Z5	X6	Y6	Z6	X7	Y7	Z7	X8	Y8	Z8	X9	Y9	Z9	X10	Y10	Z10	X11	Y11	Z11
78086	5	14	54.908781	129.303806	-42.934312	78.318052	33.683337	-43.840576	-1.940852	97.817666	4.015107	27.6853470233534	107.573014840389	11.1544266959442	26.3506009552266	136.579983974067	-31.6351880294445	-30.1659001323982	77.4294901816379	-17.6757948999929	87.9387262784634	62.8677169867047	-58.5484657574526	61.9541345674737	100.610016551058	-7.06207948015619	-2.15405383559464	124.472009502534	-42.5991290237987	-21.5198133745536	103.878992733138	-55.2438149453613	?	?	?	?	?	?
78087	5	14	54.551317	129.518766	-42.788103	78.164353	33.809802	-44.171496	-1.872316	97.622465	3.825488	27.6592436354223	107.493680761209	11.1241453564418	87.75701418277	62.9020519815344	-58.7952094666383	-30.3890978518451	77.6075268475593	-17.0665995853616	26.315942298426	136.460496233348	-31.872758862183	61.6629807631553	100.864118464229	-6.70149250888009	-2.04360732206045	124.11591040336	-43.3134903419642	-22.127474597714	104.456581296732	-53.799793656214	?	?	?	?	?	?
78088	5	14	54.445660	129.540360	-42.997068	-1.729310	97.508806	3.874574	87.410166	63.000213	-59.245526	78.025527760668	33.8348766953659	-44.5641490747749	26.0299827080131	136.857504352242	-31.2054433726326	27.7183895417336	107.496338169058	11.3172209207146	61.8304214663095	100.774006600052	-6.88473300930496	-30.0719733474863	77.4028439439658	-17.2128783407945	-1.26918178096319	123.323333356399	-45.1570302775825	-22.5278299293037	104.843374144626	-52.9224461703548	?	?	?	?	?	?
78089	5	14	54.169153	129.613174	-43.029825	77.622326	34.047057	-44.096060	27.649768	107.621326	11.517868	-1.93472402846072	97.8140614234514	4.36705072548731	25.929106013029	136.743776294852	-31.6956099109053	-30.2681247823846	77.6194788360856	-16.8584130999413	87.7256391742503	61.8523978389894	-61.2264753501689	-1.34581059889933	123.180693777383	-45.5236670209533	61.43480398692	101.174811346254	-6.02077840676016	-22.7966202281261	104.919796414431	-52.642591884814	?	?	?	?	?	?
78090	5	14	54.082504	129.618681	-43.277309	77.322212	34.205727	-43.835909	27.685119	107.733766	11.462023	-1.38676063977763	123.071580851701	-45.8603868136038	-1.94405569345277	98.0083989353455	4.34928139645364	25.883687004504	136.662550671203	-32.1218647417411	-30.2765139771774	77.6137632686951	-16.9688277927228	61.3400914772629	101.369663763961	-5.94484837493323	87.5039845052366	61.7788546210994	-61.3485641400293	-22.9731363475939	104.912996475043	-52.5901999876606	?	?	?	?	?	?
78091	5	14	54.251127	129.177414	-44.252511	27.720784	107.810661	11.099282	-1.270139	122.758679	-46.460186	-1.9019397735909	98.0568811192096	4.07501825540343	26.0308784490985	136.368236497962	-32.7923925965895	77.2937098066631	34.0708569530435	-43.2637900001125	-30.2822013321426	77.6223061447627	-17.15029172919	-22.8338299139098	104.593912875762	-53.1261355228787	61.4949522101345	101.205748000188	-6.54311453354464	87.7333643096221	61.2163626180662	-62.1262783028233	?	?	?	?	?	?
78092	5	14	54.334883	129.253842	-44.016320	27.767911	107.914808	11.069842	-30.334054	77.858214	-17.002723	-22.7439236254982	104.726271994453	-53.0072437045207	26.4469428817139	135.82349439399	-33.8514248055691	-1.09067420384509	122.724914373665	-46.5583729086904	-1.95850220442059	98.2889311555066	4.24833369793896	61.3900145605159	101.468284194012	-5.98537080649334	88.1772331562548	60.7806417592771	-62.1305625712145	78.2298473919132	33.0784071753174	-45.2495433686171	?	?	?	?	?	?
78093	5	14	54.151540	129.269502	-44.173273	27.725978	108.034006	11.020347	-22.574718	104.222208	-53.939140	-30.2256749040353	77.6889105615702	-17.3548436885736	26.5066400161928	135.605902859879	-34.4414628755671	61.4753314934401	101.321181459117	-6.61698844268879	-1.12573832398984	122.6140268058	-46.7960541509443	88.2910287028482	60.3627679995225	-62.7187354592767	-1.77949490376791	98.0894592678955	3.83590370588782	78.591554010542	32.32773753847	-46.1665560916632	?	?	?	?	?	?
78094	5	14	27.915311	108.007390	10.814957	-0.910435	122.464093	-47.271248	-30.084588	77.705861	-17.460853	26.7159145624784	135.523929259824	-34.6757739677746	-22.3294952272238	104.026431451371	-54.3346226872107	61.6393864623392	101.224661857702	-6.8409418109905	54.0099616832869	129.477879104126	-43.9678201146984	-1.58141492943602	98.0174111620326	3.39429131311924	88.4657093720691	60.0507908377745	-63.2216259324485	?	?	?	?	?	?	?	?	?
78095	5	14	27.898705	108.092877	11.107857	-30.031402	77.740235	-17.453099	-1.091566	122.827638	-46.760985	53.9653329040079	129.602373686175	-43.6796644772844	-1.55884578727193	98.0172007250434	3.42181376960772	26.5869101964665	135.762921713685	-34.4459435415338	-22.3160291864615	104.124677433799	-54.3440786805432	61.4542004587843	101.466350577221	-6.34230215749783	88.3474474199819	60.2081094108734	-63.0265744155222	78.8796525666014	31.6030997578398	-47.0137357205196	?	?	?	?	?	?

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation